Add BERTopic model

README.md

@@ -0,0 +1,187 @@
+
+---
+tags:
+- bertopic
+library_name: bertopic
+pipeline_tag: text-classification
+---
+
+# rs_abstracts_tpc_mdl_gte_base_gpt3_5_representations
+
+This is a [BERTopic](https://github.com/MaartenGr/BERTopic) model. 
+BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets. 
+
+## Usage 
+
+To use this model, please install BERTopic:
+
+```
+pip install -U bertopic
+```
+
+You can use the model as follows:
+
+```python
+from bertopic import BERTopic
+topic_model = BERTopic.load("mmarks13/rs_abstracts_tpc_mdl_gte_base_gpt3_5_representations")
+
+topic_model.get_topic_info()
+```
+
+## Topic overview
+
+* Number of topics: 118
+* Number of training documents: 5000
+
+<details>
+  <summary>Click here for an overview of all topics.</summary>
+  
+  | Topic ID | Topic Keywords | Topic Frequency | Label | 
+|----------|----------------|-----------------|-------| 
+| -1 | Improvement of Transmission Line Fault Detection Using Drones | 10 | -1_Improvement of Transmission Line Fault Detection Using Drones | 
+| 0 | Fusion Methods for 3D Point Cloud Mapping and Semantic Segmentation | 1123 | 0_Fusion Methods for 3D Point Cloud Mapping and Semantic Segmentation | 
+| 1 | Advances in Hyperspectral Image Classification Using Deep Learning and Transformer-Based Models | 209 | 1_Advances in Hyperspectral Image Classification Using Deep Learning and Transformer-Based Models | 
+| 2 | Development of Bio-Optical Models for Water Quality Monitoring in Inland Seas and Coastal Ocean Waters | 126 | 2_Development of Bio-Optical Models for Water Quality Monitoring in Inland Seas and Coastal Ocean Waters | 
+| 3 | UAV-based Estimation of Crop Bio-Parameters and Yield Using Machine Learning and Regression Models | 117 | 3_UAV-based Estimation of Crop Bio-Parameters and Yield Using Machine Learning and Regression Models | 
+| 4 | Improving GNSS Positioning Accuracy and Convergence Time with BDS-3 and PPP-RTK | 86 | 4_Improving GNSS Positioning Accuracy and Convergence Time with BDS-3 and PPP-RTK | 
+| 5 | Crop mapping using deep learning and satellite imagery for accurate temporal crop classification and mapping. | 83 | 5_Crop mapping using deep learning and satellite imagery for accurate temporal crop classification and mapping. | 
+| 6 | Vegetation Dynamics and Climate Change in Different Regions | 82 | 6_Vegetation Dynamics and Climate Change in Different Regions | 
+| 7 | Advanced Deep Learning Approaches for Remote Sensing Change Detection | 76 | 7_Advanced Deep Learning Approaches for Remote Sensing Change Detection | 
+| 8 | Landscape ecological risk assessment and land use patterns in Mongolian Plateau, Three Gorges Reservoir Area, and Liaoning Province | 74 | 8_Landscape ecological risk assessment and land use patterns in Mongolian Plateau, Three Gorges Reservoir Area, and Liaoning Province | 
+| 9 | Flood susceptibility modeling using machine learning and remote sensing data | 71 | 9_Flood susceptibility modeling using machine learning and remote sensing data | 
+| 10 | Mapping and Dynamics of Mangrove and Wetland Ecosystems | 69 | 10_Mapping and Dynamics of Mangrove and Wetland Ecosystems | 
+| 11 | Comparison of GNSS Radio Occultation Data Quality for Weather and Climate Applications | 68 | 11_Comparison of GNSS Radio Occultation Data Quality for Weather and Climate Applications | 
+| 12 | Understanding urban development through nighttime light imagery | 67 | 12_Understanding urban development through nighttime light imagery | 
+| 13 | Small Object Detection in Remote Sensing Images | 67 | 13_Small Object Detection in Remote Sensing Images | 
+| 14 | Individual Tree Segmentation in Forests Using Laser Scanning and Image-Based Features | 66 | 14_Individual Tree Segmentation in Forests Using Laser Scanning and Image-Based Features | 
+| 15 | Temporal trends of SUHII and LST in urban areas of selected cities | 66 | 15_Temporal trends of SUHII and LST in urban areas of selected cities | 
+| 16 | Forest Fire Monitoring and Detection Using Satellite Data | 62 | 16_Forest Fire Monitoring and Detection Using Satellite Data | 
+| 17 | Semantic Segmentation in Remote Sensing Images | 62 | 17_Semantic Segmentation in Remote Sensing Images | 
+| 18 | Evaluation of spatiotemporal fusion methods for land surface temperature data | 57 | 18_Evaluation of spatiotemporal fusion methods for land surface temperature data | 
+| 19 | Advanced methods for synthetic aperture radar imaging in geosynchronous orbits | 56 | 19_Advanced methods for synthetic aperture radar imaging in geosynchronous orbits | 
+| 20 | Satellite-derived Bathymetry and Reef Mapping in Coastal Areas | 53 | 20_Satellite-derived Bathymetry and Reef Mapping in Coastal Areas | 
+| 21 | Evaluation of Precipitation Products and Methods for Improving Accuracy | 52 | 21_Evaluation of Precipitation Products and Methods for Improving Accuracy | 
+| 22 | Integrating Remote Sensing and Proximal Sensing for Accurate Soil Organic Carbon (SOC) Mapping and Prediction | 51 | 22_Integrating Remote Sensing and Proximal Sensing for Accurate Soil Organic Carbon (SOC) Mapping and Prediction | 
+| 23 | Improving ET Estimation and Partitioning Using Machine Learning and Satellite Data | 49 | 23_Improving ET Estimation and Partitioning Using Machine Learning and Satellite Data | 
+| 24 | Remote Sensing Scene Classification with Attention-Based Feature Fusion | 47 | 24_Remote Sensing Scene Classification with Attention-Based Feature Fusion | 
+| 25 | Advanced Deep Learning Methods for Building Extraction from Remote Sensing Images | 46 | 25_Advanced Deep Learning Methods for Building Extraction from Remote Sensing Images | 
+| 26 | Ground Subsidence Monitoring Using InSAR in Various Regions of China | 42 | 26_Ground Subsidence Monitoring Using InSAR in Various Regions of China | 
+| 27 | Advanced Cloud Removal Methods in Remote Sensing Image Processing | 42 | 27_Advanced Cloud Removal Methods in Remote Sensing Image Processing | 
+| 28 | Infrared Small Target Detection Algorithms | 42 | 28_Infrared Small Target Detection Algorithms | 
+| 29 | Aerosol Vertical Distribution and Radiative Effects in Different Regions | 38 | 29_Aerosol Vertical Distribution and Radiative Effects in Different Regions | 
+| 30 | Rock slope stability assessment using UAV photogrammetry and infrared thermography for high-resolution 3D modeling | 38 | 30_Rock slope stability assessment using UAV photogrammetry and infrared thermography for high-resolution 3D modeling | 
+| 31 | Lightweight SAR Ship Detection with Deep Learning and Multi-scale Feature Fusion | 38 | 31_Lightweight SAR Ship Detection with Deep Learning and Multi-scale Feature Fusion | 
+| 32 | Monitoring Sea Ice Changes in the Arctic and Antarctic Using Remote Sensing Techniques | 37 | 32_Monitoring Sea Ice Changes in the Arctic and Antarctic Using Remote Sensing Techniques | 
+| 33 | Lunar Crater Analysis and Exploration with Rover Data | 37 | 33_Lunar Crater Analysis and Exploration with Rover Data | 
+| 34 | Earthquake anomalies and precursors detection using satellite data and ML techniques | 37 | 34_Earthquake anomalies and precursors detection using satellite data and ML techniques | 
+| 35 | Remote Sensing for Assessing Plant Diversity and Invasive Species in Grasslands | 36 | 35_Remote Sensing for Assessing Plant Diversity and Invasive Species in Grasslands | 
+| 36 | Calibration and Radiometric Analysis of Earth Observation Sensors | 35 | 36_Calibration and Radiometric Analysis of Earth Observation Sensors | 
+| 37 | Investigation of Ionospheric Effects During Geomagnetic Storms and Solar Eclipses | 35 | 37_Investigation of Ionospheric Effects During Geomagnetic Storms and Solar Eclipses | 
+| 38 | Snow Cover Monitoring and Analysis Using Remote Sensing for Climate and Ecosystem Studies | 35 | 38_Snow Cover Monitoring and Analysis Using Remote Sensing for Climate and Ecosystem Studies | 
+| 39 | Canopy height mapping using GEDI, ICESat-2, and airborne LiDAR data | 32 | 39_Canopy height mapping using GEDI, ICESat-2, and airborne LiDAR data | 
+| 40 | Spatiotemporal Radar Data Analysis for Lightning Positioning and Weather Forecasting | 32 | 40_Spatiotemporal Radar Data Analysis for Lightning Positioning and Weather Forecasting | 
+| 41 | Detection and dynamics of mesoscale and submesoscale eddies in ocean currents | 32 | 41_Detection and dynamics of mesoscale and submesoscale eddies in ocean currents | 
+| 42 | Acoustic Methods for Seabed Mapping and Target Detection in Shallow Water | 31 | 42_Acoustic Methods for Seabed Mapping and Target Detection in Shallow Water | 
+| 43 | Innovative Models for Landslide Susceptibility Analysis and Assessment | 31 | 43_Innovative Models for Landslide Susceptibility Analysis and Assessment | 
+| 44 | Comparison of Real-Valued Representations for CNN-Based PolSAR Image Segmentation | 30 | 44_Comparison of Real-Valued Representations for CNN-Based PolSAR Image Segmentation | 
+| 45 | Landslide Monitoring and Detection Using InSAR Technology in Jinsha River Basin | 30 | 45_Landslide Monitoring and Detection Using InSAR Technology in Jinsha River Basin | 
+| 46 | Understanding the dynamics of solar-induced chlorophyll fluorescence and its relationship to photosynthesis under varying environmental conditions | 30 | 46_Understanding the dynamics of solar-induced chlorophyll fluorescence and its relationship to photosynthesis under varying environmental conditions | 
+| 47 | Advancements in Super-Resolution Techniques for Remote Sensing Images | 29 | 47_Advancements in Super-Resolution Techniques for Remote Sensing Images | 
+| 48 | Application of Remote Sensing Technology in Lithological Classification and Mineral Exploration | 29 | 48_Application of Remote Sensing Technology in Lithological Classification and Mineral Exploration | 
+| 49 | Enhanced Object Detection and Tracking for UAV Applications | 28 | 49_Enhanced Object Detection and Tracking for UAV Applications | 
+| 50 | Improving Satellite-Based Soil Moisture Data Accuracy and Applications | 28 | 50_Improving Satellite-Based Soil Moisture Data Accuracy and Applications | 
+| 51 | Understanding Drought Propagation and Monitoring Using Multiple Indices | 28 | 51_Understanding Drought Propagation and Monitoring Using Multiple Indices | 
+| 52 | Satellite Monitoring of Greenhouse Gas Emissions and Concentrations | 27 | 52_Satellite Monitoring of Greenhouse Gas Emissions and Concentrations | 
+| 53 | Seismic Deformation and Fault Slip Analysis of Recent Earthquakes | 27 | 53_Seismic Deformation and Fault Slip Analysis of Recent Earthquakes | 
+| 54 | Innovative Approaches for Urban Land-Use Mapping | 26 | 54_Innovative Approaches for Urban Land-Use Mapping | 
+| 55 | Satellite mission optimization with evolutionary algorithms | 25 | 55_Satellite mission optimization with evolutionary algorithms | 
+| 56 | Forest Disturbance Monitoring Using SAR and GLCM Features | 25 | 56_Forest Disturbance Monitoring Using SAR and GLCM Features | 
+| 57 | Hyperspectral Image Unmixing with Spatial-Spectral Optimization | 25 | 57_Hyperspectral Image Unmixing with Spatial-Spectral Optimization | 
+| 58 | SAR Target Recognition with Limited Labeled Data | 24 | 58_SAR Target Recognition with Limited Labeled Data | 
+| 59 | Remote Sensing Image Registration and Matching Techniques | 24 | 59_Remote Sensing Image Registration and Matching Techniques | 
+| 60 | Impact of Volcanic Eruptions on Ozone and Stratospheric Water Vapor | 23 | 60_Impact of Volcanic Eruptions on Ozone and Stratospheric Water Vapor | 
+| 61 | Study on Diurnal and Microphysical Characteristics of Precipitation Events in Mountainous Regions | 22 | 61_Study on Diurnal and Microphysical Characteristics of Precipitation Events in Mountainous Regions | 
+| 62 | Wave parameterization and assimilation using CFOSAT data | 22 | 62_Wave parameterization and assimilation using CFOSAT data | 
+| 63 | Spatiotemporal PM2.5 Estimation in China | 21 | 63_Spatiotemporal PM2.5 Estimation in China | 
+| 64 | Seismic Data Denoising with Deep Learning and Transformer Models | 21 | 64_Seismic Data Denoising with Deep Learning and Transformer Models | 
+| 65 | Ground-Penetrating Radar (GPR) Applications in Subsurface Imaging and Detection | 20 | 65_Ground-Penetrating Radar (GPR) Applications in Subsurface Imaging and Detection | 
+| 66 | High-resolution Gravity Field Modeling and Gravity Gradient Precision | 20 | 66_High-resolution Gravity Field Modeling and Gravity Gradient Precision | 
+| 67 | Advanced ISAR Imaging Techniques for Moving Targets | 20 | 67_Advanced ISAR Imaging Techniques for Moving Targets | 
+| 68 | Photon Noise Modeling and Signal Extraction for ICESat-2 LiDAR Applications | 20 | 68_Photon Noise Modeling and Signal Extraction for ICESat-2 LiDAR Applications | 
+| 69 | Global Climate Change Impact on Lake Water Level Variations | 20 | 69_Global Climate Change Impact on Lake Water Level Variations | 
+| 70 | Cloud Detection Algorithms for Climate Monitoring | 19 | 70_Cloud Detection Algorithms for Climate Monitoring | 
+| 71 | Hyperspectral image fusion and super-resolution with attention-based network architectures | 19 | 71_Hyperspectral image fusion and super-resolution with attention-based network architectures | 
+| 72 | Environmental impacts and monitoring of mining activities in various regions | 19 | 72_Environmental impacts and monitoring of mining activities in various regions | 
+| 73 | Detection of forest insect infestations using hyperspectral imaging and machine learning | 19 | 73_Detection of forest insect infestations using hyperspectral imaging and machine learning | 
+| 74 | Advanced Road Extraction Methods Using Deep Learning for Remote Sensing Images | 19 | 74_Advanced Road Extraction Methods Using Deep Learning for Remote Sensing Images | 
+| 75 | Remote Sensing Soil Moisture Retrieval Using Multi-channel Algorithms | 19 | 75_Remote Sensing Soil Moisture Retrieval Using Multi-channel Algorithms | 
+| 76 | Innovative Methods in Landslide Prediction and Detection | 19 | 76_Innovative Methods in Landslide Prediction and Detection | 
+| 77 | Improving Hydrological Parameter Estimation Using GRACE Data | 19 | 77_Improving Hydrological Parameter Estimation Using GRACE Data | 
+| 78 | Waveform optimization for integrated radar and communication systems | 18 | 78_Waveform optimization for integrated radar and communication systems | 
+| 79 | Monitoring Surface Subsidence in Mining Areas using DS-InSAR Technology | 18 | 79_Monitoring Surface Subsidence in Mining Areas using DS-InSAR Technology | 
+| 80 | Monitoring seaweed biomass using remote sensing and UAV technology | 18 | 80_Monitoring seaweed biomass using remote sensing and UAV technology | 
+| 81 | Pansharpening Techniques in Remote Sensing Image Processing | 18 | 81_Pansharpening Techniques in Remote Sensing Image Processing | 
+| 82 | Hyperspectral Anomaly Detection with Deep Learning-Based Methods | 18 | 82_Hyperspectral Anomaly Detection with Deep Learning-Based Methods | 
+| 83 | Multi-Source TC Intensity Estimation Using Deep Learning | 18 | 83_Multi-Source TC Intensity Estimation Using Deep Learning | 
+| 84 | Mapping Arctic Permafrost Degradation, Vegetation Changes, and Small Water Bodies using Remote Sensing and Deep Learning | 17 | 84_Mapping Arctic Permafrost Degradation, Vegetation Changes, and Small Water Bodies using Remote Sensing and Deep Learning | 
+| 85 | Innovative Approaches for Cadastral Boundary Extraction and Urban Green Space Segmentation | 17 | 85_Innovative Approaches for Cadastral Boundary Extraction and Urban Green Space Segmentation | 
+| 86 | SAR and Optical Image Fusion Methods for Multimodal Registration | 17 | 86_SAR and Optical Image Fusion Methods for Multimodal Registration | 
+| 87 | GNSS-R for Ocean Surface Wind Retrieval | 17 | 87_GNSS-R for Ocean Surface Wind Retrieval | 
+| 88 | Trends in NO2 and SO2 Emissions and Pollution Control Efforts in Asian Regions | 16 | 88_Trends in NO2 and SO2 Emissions and Pollution Control Efforts in Asian Regions | 
+| 89 | Foliar Trait Estimation Using Leaf Spectroscopy and Radiative Transfer Models | 16 | 89_Foliar Trait Estimation Using Leaf Spectroscopy and Radiative Transfer Models | 
+| 90 | Improving Waterline Extraction and Coastline Prediction using Satellite Imagery in Coastal Environments | 16 | 90_Improving Waterline Extraction and Coastline Prediction using Satellite Imagery in Coastal Environments | 
+| 91 | Ship Detection in Remote Sensing Images | 16 | 91_Ship Detection in Remote Sensing Images | 
+| 92 | Evaluation of Noise Removal Algorithms for Hyperspectral Imagery Data | 15 | 92_Evaluation of Noise Removal Algorithms for Hyperspectral Imagery Data | 
+| 93 | Synthetic Aperture Radar (SAR) Image Despeckling Using Deep Learning | 15 | 93_Synthetic Aperture Radar (SAR) Image Despeckling Using Deep Learning | 
+| 94 | Advanced Techniques for Moving Target Detection and Coherent Integration in Radar Systems | 15 | 94_Advanced Techniques for Moving Target Detection and Coherent Integration in Radar Systems | 
+| 95 | Deep Learning Hashing Methods for Remote Sensing Image Retrieval | 15 | 95_Deep Learning Hashing Methods for Remote Sensing Image Retrieval | 
+| 96 | Innovations in Spatiotemporal Fusion Methods for Remote Sensing Image Enhancement | 14 | 96_Innovations in Spatiotemporal Fusion Methods for Remote Sensing Image Enhancement | 
+| 97 | Analysis of Urban Impervious Surface Dynamics Using Multi-Sensor Satellite Images and Machine Learning in China and Pakistan | 14 | 97_Analysis of Urban Impervious Surface Dynamics Using Multi-Sensor Satellite Images and Machine Learning in China and Pakistan | 
+| 98 | Advanced Methods in Soil Moisture Detection Using GNSS Reflectometry | 14 | 98_Advanced Methods in Soil Moisture Detection Using GNSS Reflectometry | 
+| 99 | Multi-scale Weakly Supervised Building Change Detection via Remote Sensing Images | 14 | 99_Multi-scale Weakly Supervised Building Change Detection via Remote Sensing Images | 
+| 100 | Improving HFSWR Target Detection and Directional Estimation through Radar Calibration and Adaptive Algorithms | 14 | 100_Improving HFSWR Target Detection and Directional Estimation through Radar Calibration and Adaptive Algorithms | 
+| 101 | Lidar systems for atmospheric monitoring | 13 | 101_Lidar systems for atmospheric monitoring | 
+| 102 | Advanced Models for Crop Yield Prediction | 13 | 102_Advanced Models for Crop Yield Prediction | 
+| 103 | Advanced Methods in Electromagnetic Inversion for Subsurface Mapping | 13 | 103_Advanced Methods in Electromagnetic Inversion for Subsurface Mapping | 
+| 104 | Glacier Dynamics and Climate Change in the Kunlun Mountains | 13 | 104_Glacier Dynamics and Climate Change in the Kunlun Mountains | 
+| 105 | Advanced Techniques for Marine Oil Spill Detection | 13 | 105_Advanced Techniques for Marine Oil Spill Detection | 
+| 106 | Advanced InSAR Processing Techniques for Deformation Monitoring | 13 | 106_Advanced InSAR Processing Techniques for Deformation Monitoring | 
+| 107 | Advanced Methods for Estimating Shortwave Radiation Components | 12 | 107_Advanced Methods for Estimating Shortwave Radiation Components | 
+| 108 | Building Height Estimation in Urban Areas Using Remote Sensing Data | 12 | 108_Building Height Estimation in Urban Areas Using Remote Sensing Data | 
+| 109 | Satellite-Based LAI Retrieval Methods and Transfer Learning | 12 | 109_Satellite-Based LAI Retrieval Methods and Transfer Learning | 
+| 110 | Advanced Recognition Methods for Signal Modulation and Jamming Signals | 12 | 110_Advanced Recognition Methods for Signal Modulation and Jamming Signals | 
+| 111 | Predictive Modeling of Sea Surface Temperature (SST) Using Advanced Neural Networks | 11 | 111_Predictive Modeling of Sea Surface Temperature (SST) Using Advanced Neural Networks | 
+| 112 | Characteristics of Internal Solitary Waves in the Andaman Sea and Arabian Sea Identified via SAR and Optical Observations | 11 | 112_Characteristics of Internal Solitary Waves in the Andaman Sea and Arabian Sea Identified via SAR and Optical Observations | 
+| 113 | Machine learning classification of ice surface conditions and supraglacial lakes across Northern Hemisphere and Greenland | 11 | 113_Machine learning classification of ice surface conditions and supraglacial lakes across Northern Hemisphere and Greenland | 
+| 114 | Sea Level Rise and Altimetry Analysis around Taiwan | 10 | 114_Sea Level Rise and Altimetry Analysis around Taiwan | 
+| 115 | Mapping Tree Species Using Sentinel Imagery | 10 | 115_Mapping Tree Species Using Sentinel Imagery | 
+| 116 | Remote Sensing-Based Extraction of Rooftop Photovoltaic Panels | 10 | 116_Remote Sensing-Based Extraction of Rooftop Photovoltaic Panels |
+  
+</details>
+
+## Training hyperparameters
+
+* calculate_probabilities: False
+* language: None
+* low_memory: False
+* min_topic_size: 10
+* n_gram_range: (1, 1)
+* nr_topics: None
+* seed_topic_list: None
+* top_n_words: 10
+* verbose: False
+* zeroshot_min_similarity: 0.7
+* zeroshot_topic_list: None
+
+## Framework versions
+
+* Numpy: 1.26.4
+* HDBSCAN: 0.8.33
+* UMAP: 0.5.5
+* Pandas: 1.5.3
+* Scikit-Learn: 1.4.1.post1
+* Sentence-transformers: 2.4.0
+* Transformers: 4.38.1
+* Numba: 0.59.0
+* Plotly: 5.19.0
+* Python: 3.11.3

config.json

@@ -0,0 +1,17 @@
+{
+  "calculate_probabilities": false,
+  "language": null,
+  "low_memory": false,
+  "min_topic_size": 10,
+  "n_gram_range": [
+    1,
+    1
+  ],
+  "nr_topics": null,
+  "seed_topic_list": null,
+  "top_n_words": 10,
+  "verbose": false,
+  "zeroshot_min_similarity": 0.7,
+  "zeroshot_topic_list": null,
+  "embedding_model": "thenlper/gte-base"
+}

ctfidf.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:baa537059d1350641466f27991429dc50617242a8a8b20167bac84b6689371a8
+size 2710108

topic_embeddings.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a69113fe2e2e8a3f31e8aac60b8785315c7e8af46010f4efa50b1f6fa899e872
+size 483424

topics.json

@@ -0,0 +1,6549 @@
+{
+  "topic_representations": {
+    "-1": [
+      [
+        "Improvement of Transmission Line Fault Detection Using Drones",
+        1
+      ]
+    ],
+    "0": [
+      [
+        "Fusion Methods for 3D Point Cloud Mapping and Semantic Segmentation",
+        1
+      ]
+    ],
+    "1": [
+      [
+        "Advances in Hyperspectral Image Classification Using Deep Learning and Transformer-Based Models",
+        1
+      ]
+    ],
+    "2": [
+      [
+        "Development of Bio-Optical Models for Water Quality Monitoring in Inland Seas and Coastal Ocean Waters",
+        1
+      ]
+    ],
+    "3": [
+      [
+        "UAV-based Estimation of Crop Bio-Parameters and Yield Using Machine Learning and Regression Models",
+        1
+      ]
+    ],
+    "4": [
+      [
+        "Improving GNSS Positioning Accuracy and Convergence Time with BDS-3 and PPP-RTK",
+        1
+      ]
+    ],
+    "5": [
+      [
+        "Crop mapping using deep learning and satellite imagery for accurate temporal crop classification and mapping.",
+        1
+      ]
+    ],
+    "6": [
+      [
+        "Vegetation Dynamics and Climate Change in Different Regions",
+        1
+      ]
+    ],
+    "7": [
+      [
+        "Advanced Deep Learning Approaches for Remote Sensing Change Detection",
+        1
+      ]
+    ],
+    "8": [
+      [
+        "Landscape ecological risk assessment and land use patterns in Mongolian Plateau, Three Gorges Reservoir Area, and Liaoning Province",
+        1
+      ]
+    ],
+    "9": [
+      [
+        "Flood susceptibility modeling using machine learning and remote sensing data",
+        1
+      ]
+    ],
+    "10": [
+      [
+        "Mapping and Dynamics of Mangrove and Wetland Ecosystems",
+        1
+      ]
+    ],
+    "11": [
+      [
+        "Comparison of GNSS Radio Occultation Data Quality for Weather and Climate Applications",
+        1
+      ]
+    ],
+    "12": [
+      [
+        "Understanding urban development through nighttime light imagery",
+        1
+      ]
+    ],
+    "13": [
+      [
+        "Small Object Detection in Remote Sensing Images",
+        1
+      ]
+    ],
+    "14": [
+      [
+        "Individual Tree Segmentation in Forests Using Laser Scanning and Image-Based Features",
+        1
+      ]
+    ],
+    "15": [
+      [
+        "Temporal trends of SUHII and LST in urban areas of selected cities",
+        1
+      ]
+    ],
+    "16": [
+      [
+        "Forest Fire Monitoring and Detection Using Satellite Data",
+        1
+      ]
+    ],
+    "17": [
+      [
+        "Semantic Segmentation in Remote Sensing Images",
+        1
+      ]
+    ],
+    "18": [
+      [
+        "Evaluation of spatiotemporal fusion methods for land surface temperature data",
+        1
+      ]
+    ],
+    "19": [
+      [
+        "Advanced methods for synthetic aperture radar imaging in geosynchronous orbits",
+        1
+      ]
+    ],
+    "20": [
+      [
+        "Satellite-derived Bathymetry and Reef Mapping in Coastal Areas",
+        1
+      ]
+    ],
+    "21": [
+      [
+        "Evaluation of Precipitation Products and Methods for Improving Accuracy",
+        1
+      ]
+    ],
+    "22": [
+      [
+        "Integrating Remote Sensing and Proximal Sensing for Accurate Soil Organic Carbon (SOC) Mapping and Prediction",
+        1
+      ]
+    ],
+    "23": [
+      [
+        "Improving ET Estimation and Partitioning Using Machine Learning and Satellite Data",
+        1
+      ]
+    ],
+    "24": [
+      [
+        "Remote Sensing Scene Classification with Attention-Based Feature Fusion",
+        1
+      ]
+    ],
+    "25": [
+      [
+        "Advanced Deep Learning Methods for Building Extraction from Remote Sensing Images",
+        1
+      ]
+    ],
+    "26": [
+      [
+        "Ground Subsidence Monitoring Using InSAR in Various Regions of China",
+        1
+      ]
+    ],
+    "27": [
+      [
+        "Advanced Cloud Removal Methods in Remote Sensing Image Processing",
+        1
+      ]
+    ],
+    "28": [
+      [
+        "Infrared Small Target Detection Algorithms",
+        1
+      ]
+    ],
+    "29": [
+      [
+        "Aerosol Vertical Distribution and Radiative Effects in Different Regions",
+        1
+      ]
+    ],
+    "30": [
+      [
+        "Rock slope stability assessment using UAV photogrammetry and infrared thermography for high-resolution 3D modeling",
+        1
+      ]
+    ],
+    "31": [
+      [
+        "Lightweight SAR Ship Detection with Deep Learning and Multi-scale Feature Fusion",
+        1
+      ]
+    ],
+    "32": [
+      [
+        "Monitoring Sea Ice Changes in the Arctic and Antarctic Using Remote Sensing Techniques",
+        1
+      ]
+    ],
+    "33": [
+      [
+        "Lunar Crater Analysis and Exploration with Rover Data",
+        1
+      ]
+    ],
+    "34": [
+      [
+        "Earthquake anomalies and precursors detection using satellite data and ML techniques",
+        1
+      ]
+    ],
+    "35": [
+      [
+        "Remote Sensing for Assessing Plant Diversity and Invasive Species in Grasslands",
+        1
+      ]
+    ],
+    "36": [
+      [
+        "Calibration and Radiometric Analysis of Earth Observation Sensors",
+        1
+      ]
+    ],
+    "37": [
+      [
+        "Investigation of Ionospheric Effects During Geomagnetic Storms and Solar Eclipses",
+        1
+      ]
+    ],
+    "38": [
+      [
+        "Snow Cover Monitoring and Analysis Using Remote Sensing for Climate and Ecosystem Studies",
+        1
+      ]
+    ],
+    "39": [
+      [
+        "Canopy height mapping using GEDI, ICESat-2, and airborne LiDAR data",
+        1
+      ]
+    ],
+    "40": [
+      [
+        "Spatiotemporal Radar Data Analysis for Lightning Positioning and Weather Forecasting",
+        1
+      ]
+    ],
+    "41": [
+      [
+        "Detection and dynamics of mesoscale and submesoscale eddies in ocean currents",
+        1
+      ]
+    ],
+    "42": [
+      [
+        "Acoustic Methods for Seabed Mapping and Target Detection in Shallow Water",
+        1
+      ]
+    ],
+    "43": [
+      [
+        "Innovative Models for Landslide Susceptibility Analysis and Assessment",
+        1
+      ]
+    ],
+    "44": [
+      [
+        "Comparison of Real-Valued Representations for CNN-Based PolSAR Image Segmentation",
+        1
+      ]
+    ],
+    "45": [
+      [
+        "Landslide Monitoring and Detection Using InSAR Technology in Jinsha River Basin",
+        1
+      ]
+    ],
+    "46": [
+      [
+        "Understanding the dynamics of solar-induced chlorophyll fluorescence and its relationship to photosynthesis under varying environmental conditions",
+        1
+      ]
+    ],
+    "47": [
+      [
+        "Advancements in Super-Resolution Techniques for Remote Sensing Images",
+        1
+      ]
+    ],
+    "48": [
+      [
+        "Application of Remote Sensing Technology in Lithological Classification and Mineral Exploration",
+        1
+      ]
+    ],
+    "49": [
+      [
+        "Enhanced Object Detection and Tracking for UAV Applications",
+        1
+      ]
+    ],
+    "50": [
+      [
+        "Improving Satellite-Based Soil Moisture Data Accuracy and Applications",
+        1
+      ]
+    ],
+    "51": [
+      [
+        "Understanding Drought Propagation and Monitoring Using Multiple Indices",
+        1
+      ]
+    ],
+    "52": [
+      [
+        "Satellite Monitoring of Greenhouse Gas Emissions and Concentrations",
+        1
+      ]
+    ],
+    "53": [
+      [
+        "Seismic Deformation and Fault Slip Analysis of Recent Earthquakes",
+        1
+      ]
+    ],
+    "54": [
+      [
+        "Innovative Approaches for Urban Land-Use Mapping",
+        1
+      ]
+    ],
+    "55": [
+      [
+        "Satellite mission optimization with evolutionary algorithms",
+        1
+      ]
+    ],
+    "56": [
+      [
+        "Forest Disturbance Monitoring Using SAR and GLCM Features",
+        1
+      ]
+    ],
+    "57": [
+      [
+        "Hyperspectral Image Unmixing with Spatial-Spectral Optimization",
+        1
+      ]
+    ],
+    "58": [
+      [
+        "SAR Target Recognition with Limited Labeled Data",
+        1
+      ]
+    ],
+    "59": [
+      [
+        "Remote Sensing Image Registration and Matching Techniques",
+        1
+      ]
+    ],
+    "60": [
+      [
+        "Impact of Volcanic Eruptions on Ozone and Stratospheric Water Vapor",
+        1
+      ]
+    ],
+    "61": [
+      [
+        "Study on Diurnal and Microphysical Characteristics of Precipitation Events in Mountainous Regions",
+        1
+      ]
+    ],
+    "62": [
+      [
+        "Wave parameterization and assimilation using CFOSAT data",
+        1
+      ]
+    ],
+    "63": [
+      [
+        "Spatiotemporal PM2.5 Estimation in China",
+        1
+      ]
+    ],
+    "64": [
+      [
+        "Seismic Data Denoising with Deep Learning and Transformer Models",
+        1
+      ]
+    ],
+    "65": [
+      [
+        "Ground-Penetrating Radar (GPR) Applications in Subsurface Imaging and Detection",
+        1
+      ]
+    ],
+    "66": [
+      [
+        "High-resolution Gravity Field Modeling and Gravity Gradient Precision",
+        1
+      ]
+    ],
+    "67": [
+      [
+        "Advanced ISAR Imaging Techniques for Moving Targets",
+        1
+      ]
+    ],
+    "68": [
+      [
+        "Photon Noise Modeling and Signal Extraction for ICESat-2 LiDAR Applications",
+        1
+      ]
+    ],
+    "69": [
+      [
+        "Global Climate Change Impact on Lake Water Level Variations",
+        1
+      ]
+    ],
+    "70": [
+      [
+        "Cloud Detection Algorithms for Climate Monitoring",
+        1
+      ]
+    ],
+    "71": [
+      [
+        "Hyperspectral image fusion and super-resolution with attention-based network architectures",
+        1
+      ]
+    ],
+    "72": [
+      [
+        "Environmental impacts and monitoring of mining activities in various regions",
+        1
+      ]
+    ],
+    "73": [
+      [
+        "Detection of forest insect infestations using hyperspectral imaging and machine learning",
+        1
+      ]
+    ],
+    "74": [
+      [
+        "Advanced Road Extraction Methods Using Deep Learning for Remote Sensing Images",
+        1
+      ]
+    ],
+    "75": [
+      [
+        "Remote Sensing Soil Moisture Retrieval Using Multi-channel Algorithms",
+        1
+      ]
+    ],
+    "76": [
+      [
+        "Innovative Methods in Landslide Prediction and Detection",
+        1
+      ]
+    ],
+    "77": [
+      [
+        "Improving Hydrological Parameter Estimation Using GRACE Data",
+        1
+      ]
+    ],
+    "78": [
+      [
+        "Waveform optimization for integrated radar and communication systems",
+        1
+      ]
+    ],
+    "79": [
+      [
+        "Monitoring Surface Subsidence in Mining Areas using DS-InSAR Technology",
+        1
+      ]
+    ],
+    "80": [
+      [
+        "Monitoring seaweed biomass using remote sensing and UAV technology",
+        1
+      ]
+    ],
+    "81": [
+      [
+        "Pansharpening Techniques in Remote Sensing Image Processing",
+        1
+      ]
+    ],
+    "82": [
+      [
+        "Hyperspectral Anomaly Detection with Deep Learning-Based Methods",
+        1
+      ]
+    ],
+    "83": [
+      [
+        "Multi-Source TC Intensity Estimation Using Deep Learning",
+        1
+      ]
+    ],
+    "84": [
+      [
+        "Mapping Arctic Permafrost Degradation, Vegetation Changes, and Small Water Bodies using Remote Sensing and Deep Learning",
+        1
+      ]
+    ],
+    "85": [
+      [
+        "Innovative Approaches for Cadastral Boundary Extraction and Urban Green Space Segmentation",
+        1
+      ]
+    ],
+    "86": [
+      [
+        "SAR and Optical Image Fusion Methods for Multimodal Registration",
+        1
+      ]
+    ],
+    "87": [
+      [
+        "GNSS-R for Ocean Surface Wind Retrieval",
+        1
+      ]
+    ],
+    "88": [
+      [
+        "Trends in NO2 and SO2 Emissions and Pollution Control Efforts in Asian Regions",
+        1
+      ]
+    ],
+    "89": [
+      [
+        "Foliar Trait Estimation Using Leaf Spectroscopy and Radiative Transfer Models",
+        1
+      ]
+    ],
+    "90": [
+      [
+        "Improving Waterline Extraction and Coastline Prediction using Satellite Imagery in Coastal Environments",
+        1
+      ]
+    ],
+    "91": [
+      [
+        "Ship Detection in Remote Sensing Images",
+        1
+      ]
+    ],
+    "92": [
+      [
+        "Evaluation of Noise Removal Algorithms for Hyperspectral Imagery Data",
+        1
+      ]
+    ],
+    "93": [
+      [
+        "Synthetic Aperture Radar (SAR) Image Despeckling Using Deep Learning",
+        1
+      ]
+    ],
+    "94": [
+      [
+        "Advanced Techniques for Moving Target Detection and Coherent Integration in Radar Systems",
+        1
+      ]
+    ],
+    "95": [
+      [
+        "Deep Learning Hashing Methods for Remote Sensing Image Retrieval",
+        1
+      ]
+    ],
+    "96": [
+      [
+        "Innovations in Spatiotemporal Fusion Methods for Remote Sensing Image Enhancement",
+        1
+      ]
+    ],
+    "97": [
+      [
+        "Analysis of Urban Impervious Surface Dynamics Using Multi-Sensor Satellite Images and Machine Learning in China and Pakistan",
+        1
+      ]
+    ],
+    "98": [
+      [
+        "Advanced Methods in Soil Moisture Detection Using GNSS Reflectometry",
+        1
+      ]
+    ],
+    "99": [
+      [
+        "Multi-scale Weakly Supervised Building Change Detection via Remote Sensing Images",
+        1
+      ]
+    ],
+    "100": [
+      [
+        "Improving HFSWR Target Detection and Directional Estimation through Radar Calibration and Adaptive Algorithms",
+        1
+      ]
+    ],
+    "101": [
+      [
+        "Lidar systems for atmospheric monitoring",
+        1
+      ]
+    ],
+    "102": [
+      [
+        "Advanced Models for Crop Yield Prediction",
+        1
+      ]
+    ],
+    "103": [
+      [
+        "Advanced Methods in Electromagnetic Inversion for Subsurface Mapping",
+        1
+      ]
+    ],
+    "104": [
+      [
+        "Glacier Dynamics and Climate Change in the Kunlun Mountains",
+        1
+      ]
+    ],
+    "105": [
+      [
+        "Advanced Techniques for Marine Oil Spill Detection",
+        1
+      ]
+    ],
+    "106": [
+      [
+        "Advanced InSAR Processing Techniques for Deformation Monitoring",
+        1
+      ]
+    ],
+    "107": [
+      [
+        "Advanced Methods for Estimating Shortwave Radiation Components",
+        1
+      ]
+    ],
+    "108": [
+      [
+        "Building Height Estimation in Urban Areas Using Remote Sensing Data",
+        1
+      ]
+    ],
+    "109": [
+      [
+        "Satellite-Based LAI Retrieval Methods and Transfer Learning",
+        1
+      ]
+    ],
+    "110": [
+      [
+        "Advanced Recognition Methods for Signal Modulation and Jamming Signals",
+        1
+      ]
+    ],
+    "111": [
+      [
+        "Predictive Modeling of Sea Surface Temperature (SST) Using Advanced Neural Networks",
+        1
+      ]
+    ],
+    "112": [
+      [
+        "Characteristics of Internal Solitary Waves in the Andaman Sea and Arabian Sea Identified via SAR and Optical Observations",
+        1
+      ]
+    ],
+    "113": [
+      [
+        "Machine learning classification of ice surface conditions and supraglacial lakes across Northern Hemisphere and Greenland",
+        1
+      ]
+    ],
+    "114": [
+      [
+        "Sea Level Rise and Altimetry Analysis around Taiwan",
+        1
+      ]
+    ],
+    "115": [
+      [
+        "Mapping Tree Species Using Sentinel Imagery",
+        1
+      ]
+    ],
+    "116": [
+      [
+        "Remote Sensing-Based Extraction of Rooftop Photovoltaic Panels",
+        1
+      ]
+    ]
+  },
+  "topics": [
+    62,
+    16,
+    -1,
+    -1,
+    53,
+    14,
+    54,
+    55,
+    2,
+    48,
+    10,
+    58,
+    34,
+    0,
+    12,
+    104,
+    41,
+    15,
+    18,
+    -1,
+    75,
+    52,
+    0,
+    16,
+    109,
+    105,
+    32,
+    -1,
+    -1,
+    23,
+    84,
+    55,
+    99,
+    14,
+    20,
+    -1,
+    109,
+    15,
+    16,
+    108,
+    83,
+    70,
+    32,
+    -1,
+    -1,
+    12,
+    39,
+    3,
+    8,
+    52,
+    18,
+    25,
+    0,
+    45,
+    44,
+    112,
+    27,
+    1,
+    84,
+    -1,
+    -1,
+    -1,
+    15,
+    97,
+    35,
+    5,
+    0,
+    63,
+    5,
+    54,
+    9,
+    15,
+    -1,
+    16,
+    -1,
+    53,
+    32,
+    14,
+    3,
+    56,
+    16,
+    -1,
+    52,
+    -1,
+    5,
+    -1,
+    17,
+    0,
+    48,
+    18,
+    5,
+    69,
+    25,
+    104,
+    115,
+    41,
+    20,
+    45,
+    2,
+    12,
+    30,
+    0,
+    9,
+    0,
+    9,
+    46,
+    26,
+    -1,
+    -1,
+    15,
+    27,
+    102,
+    3,
+    25,
+    53,
+    36,
+    13,
+    0,
+    -1,
+    107,
+    3,
+    5,
+    -1,
+    14,
+    45,
+    18,
+    114,
+    -1,
+    25,
+    -1,
+    23,
+    0,
+    0,
+    0,
+    -1,
+    74,
+    76,
+    54,
+    16,
+    29,
+    -1,
+    0,
+    16,
+    -1,
+    106,
+    21,
+    72,
+    0,
+    -1,
+    18,
+    -1,
+    20,
+    -1,
+    -1,
+    35,
+    23,
+    -1,
+    42,
+    75,
+    -1,
+    -1,
+    -1,
+    -1,
+    -1,
+    5,
+    44,
+    -1,
+    3,
+    20,
+    0,
+    18,
+    108,
+    -1,
+    6,
+    -1,
+    5,
+    -1,
+    25,
+    24,
+    113,
+    96,
+    14,
+    6,
+    0,
+    10,
+    -1,
+    50,
+    -1,
+    18,
+    88,
+    89,
+    63,
+    3,
+    80,
+    51,
+    5,
+    0,
+    39,
+    15,
+    -1,
+    52,
+    89,
+    -1,
+    107,
+    18,
+    24,
+    21,
+    14,
+    102,
+    2,
+    59,
+    12,
+    35,
+    108,
+    70,
+    7,
+    -1,
+    2,
+    -1,
+    20,
+    10,
+    17,
+    5,
+    97,
+    42,
+    23,
+    75,
+    -1,
+    1,
+    0,
+    35,
+    -1,
+    3,
+    106,
+    -1,
+    20,
+    -1,
+    35,
+    16,
+    77,
+    -1,
+    86,
+    -1,
+    25,
+    16,
+    11,
+    89,
+    10,
+    42,
+    46,
+    -1,
+    6,
+    69,
+    10,
+    46,
+    26,
+    0,
+    -1,
+    45,
+    41,
+    -1,
+    27,
+    -1,
+    13,
+    2,
+    17,
+    15,
+    39,
+    14,
+    -1,
+    -1,
+    62,
+    41,
+    68,
+    0,
+    67,
+    -1,
+    18,
+    102,
+    41,
+    13,
+    71,
+    -1,
+    6,
+    29,
+    3,
+    10,
+    33,
+    90,
+    10,
+    90,
+    14,
+    -1,
+    -1,
+    80,
+    81,
+    52,
+    28,
+    10,
+    -1,
+    35,
+    2,
+    67,
+    53,
+    -1,
+    -1,
+    9,
+    53,
+    -1,
+    22,
+    0,
+    0,
+    4,
+    -1,
+    -1,
+    97,
+    -1,
+    -1,
+    0,
+    49,
+    7,
+    0,
+    -1,
+    4,
+    -1,
+    32,
+    107,
+    39,
+    -1,
+    72,
+    -1,
+    -1,
+    42,
+    78,
+    19,
+    -1,
+    -1,
+    8,
+    -1,
+    31,
+    -1,
+    40,
+    16,
+    15,
+    -1,
+    5,
+    34,
+    5,
+    -1,
+    33,
+    2,
+    8,
+    28,
+    14,
+    63,
+    22,
+    0,
+    42,
+    83,
+    60,
+    -1,
+    22,
+    87,
+    3,
+    2,
+    -1,
+    13,
+    11,
+    -1,
+    22,
+    -1,
+    -1,
+    25,
+    14,
+    3,
+    19,
+    7,
+    4,
+    79,
+    34,
+    3,
+    55,
+    0,
+    55,
+    -1,
+    82,
+    70,
+    40,
+    32,
+    73,
+    24,
+    38,
+    48,
+    4,
+    35,
+    9,
+    2,
+    0,
+    5,
+    1,
+    -1,
+    2,
+    -1,
+    0,
+    23,
+    -1,
+    12,
+    21,
+    -1,
+    43,
+    50,
+    8,
+    5,
+    0,
+    19,
+    -1,
+    3,
+    16,
+    0,
+    8,
+    34,
+    50,
+    24,
+    91,
+    42,
+    20,
+    22,
+    0,
+    100,
+    6,
+    34,
+    31,
+    0,
+    23,
+    -1,
+    -1,
+    42,
+    10,
+    3,
+    -1,
+    -1,
+    4,
+    37,
+    5,
+    31,
+    32,
+    7,
+    26,
+    19,
+    0,
+    1,
+    -1,
+    24,
+    -1,
+    101,
+    20,
+    15,
+    3,
+    -1,
+    22,
+    15,
+    -1,
+    10,
+    76,
+    61,
+    -1,
+    41,
+    86,
+    81,
+    5,
+    29,
+    2,
+    23,
+    10,
+    104,
+    6,
+    3,
+    52,
+    63,
+    -1,
+    41,
+    10,
+    35,
+    106,
+    113,
+    32,
+    66,
+    5,
+    28,
+    -1,
+    19,
+    -1,
+    -1,
+    -1,
+    37,
+    104,
+    1,
+    0,
+    82,
+    -1,
+    2,
+    8,
+    8,
+    11,
+    103,
+    -1,
+    47,
+    0,
+    10,
+    8,
+    35,
+    0,
+    -1,
+    71,
+    41,
+    101,
+    16,
+    2,
+    -1,
+    -1,
+    86,
+    25,
+    -1,
+    66,
+    26,
+    -1,
+    -1,
+    91,
+    -1,
+    101,
+    -1,
+    -1,
+    32,
+    -1,
+    8,
+    -1,
+    9,
+    6,
+    4,
+    -1,
+    -1,
+    24,
+    1,
+    85,
+    40,
+    41,
+    4,
+    7,
+    65,
+    69,
+    97,
+    46,
+    0,
+    2,
+    9,
+    9,
+    -1,
+    102,
+    12,
+    7,
+    -1,
+    -1,
+    84,
+    -1,
+    47,
+    5,
+    -1,
+    12,
+    76,
+    13,
+    7,
+    -1,
+    43,
+    -1,
+    89,
+    1,
+    24,
+    -1,
+    7,
+    -1,
+    84,
+    17,
+    69,
+    32,
+    47,
+    -1,
+    6,
+    10,
+    -1,
+    -1,
+    18,
+    7,
+    -1,
+    69,
+    -1,
+    -1,
+    9,
+    -1,
+    50,
+    13,
+    0,
+    -1,
+    16,
+    3,
+    17,
+    51,
+    74,
+    -1,
+    52,
+    -1,
+    71,
+    54,
+    18,
+    84,
+    -1,
+    73,
+    20,
+    27,
+    49,
+    1,
+    76,
+    12,
+    19,
+    54,
+    5,
+    1,
+    -1,
+    103,
+    32,
+    64,
+    3,
+    -1,
+    -1,
+    91,
+    57,
+    47,
+    -1,
+    0,
+    1,
+    7,
+    7,
+    36,
+    67,
+    3,
+    24,
+    106,
+    -1,
+    27,
+    -1,
+    20,
+    50,
+    41,
+    57,
+    89,
+    1,
+    46,
+    9,
+    -1,
+    5,
+    14,
+    46,
+    27,
+    67,
+    33,
+    106,
+    -1,
+    -1,
+    11,
+    -1,
+    2,
+    75,
+    24,
+    98,
+    11,
+    1,
+    -1,
+    85,
+    18,
+    -1,
+    19,
+    -1,
+    1,
+    7,
+    11,
+    33,
+    10,
+    25,
+    15,
+    10,
+    -1,
+    1,
+    23,
+    -1,
+    46,
+    63,
+    31,
+    2,
+    -1,
+    42,
+    3,
+    69,
+    23,
+    17,
+    79,
+    -1,
+    -1,
+    -1,
+    71,
+    58,
+    1,
+    2,
+    -1,
+    0,
+    7,
+    104,
+    9,
+    28,
+    11,
+    -1,
+    58,
+    -1,
+    3,
+    96,
+    38,
+    43,
+    31,
+    67,
+    1,
+    19,
+    1,
+    1,
+    -1,
+    110,
+    110,
+    13,
+    24,
+    -1,
+    31,
+    46,
+    -1,
+    58,
+    83,
+    66,
+    50,
+    -1,
+    91,
+    65,
+    38,
+    27,
+    -1,
+    65,
+    62,
+    47,
+    27,
+    49,
+    1,
+    98,
+    1,
+    17,
+    -1,
+    32,
+    -1,
+    -1,
+    1,
+    1,
+    2,
+    0,
+    1,
+    15,
+    50,
+    16,
+    4,
+    23,
+    -1,
+    11,
+    13,
+    19,
+    15,
+    17,
+    90,
+    58,
+    2,
+    76,
+    4,
+    47,
+    -1,
+    74,
+    -1,
+    1,
+    33,
+    21,
+    17,
+    112,
+    108,
+    13,
+    47,
+    76,
+    25,
+    1,
+    -1,
+    26,
+    4,
+    58,
+    24,
+    -1,
+    22,
+    98,
+    49,
+    -1,
+    19,
+    31,
+    90,
+    67,
+    44,
+    7,
+    3,
+    57,
+    -1,
+    67,
+    1,
+    7,
+    -1,
+    70,
+    17,
+    106,
+    12,
+    -1,
+    17,
+    -1,
+    13,
+    42,
+    111,
+    -1,
+    105,
+    18,
+    68,
+    -1,
+    17,
+    24,
+    5,
+    19,
+    0,
+    1,
+    -1,
+    21,
+    26,
+    7,
+    57,
+    99,
+    45,
+    26,
+    73,
+    3,
+    16,
+    11,
+    27,
+    51,
+    7,
+    -1,
+    54,
+    19,
+    17,
+    19,
+    86,
+    10,
+    64,
+    58,
+    84,
+    7,
+    33,
+    9,
+    70,
+    58,
+    58,
+    -1,
+    81,
+    40,
+    92,
+    -1,
+    20,
+    64,
+    38,
+    64,
+    13,
+    7,
+    5,
+    92,
+    12,
+    -1,
+    -1,
+    28,
+    71,
+    30,
+    1,
+    -1,
+    -1,
+    19,
+    -1,
+    62,
+    44,
+    -1,
+    7,
+    -1,
+    -1,
+    -1,
+    111,
+    83,
+    17,
+    -1,
+    1,
+    81,
+    -1,
+    -1,
+    9,
+    83,
+    58,
+    25,
+    13,
+    1,
+    24,
+    95,
+    0,
+    39,
+    -1,
+    81,
+    4,
+    105,
+    1,
+    11,
+    47,
+    -1,
+    1,
+    38,
+    31,
+    -1,
+    64,
+    -1,
+    24,
+    -1,
+    -1,
+    -1,
+    58,
+    13,
+    6,
+    44,
+    57,
+    92,
+    17,
+    31,
+    -1,
+    25,
+    34,
+    39,
+    112,
+    42,
+    -1,
+    -1,
+    5,
+    -1,
+    14,
+    -1,
+    7,
+    1,
+    92,
+    -1,
+    4,
+    3,
+    1,
+    42,
+    4,
+    93,
+    -1,
+    64,
+    28,
+    27,
+    -1,
+    29,
+    -1,
+    1,
+    105,
+    -1,
+    94,
+    -1,
+    85,
+    -1,
+    72,
+    108,
+    91,
+    -1,
+    20,
+    34,
+    105,
+    69,
+    33,
+    -1,
+    38,
+    4,
+    1,
+    -1,
+    85,
+    12,
+    1,
+    2,
+    -1,
+    0,
+    -1,
+    8,
+    14,
+    108,
+    23,
+    5,
+    -1,
+    -1,
+    90,
+    9,
+    9,
+    2,
+    -1,
+    64,
+    45,
+    21,
+    5,
+    3,
+    36,
+    2,
+    86,
+    22,
+    -1,
+    67,
+    29,
+    54,
+    -1,
+    -1,
+    -1,
+    18,
+    44,
+    29,
+    6,
+    0,
+    112,
+    11,
+    31,
+    88,
+    33,
+    43,
+    -1,
+    16,
+    12,
+    8,
+    64,
+    48,
+    96,
+    -1,
+    12,
+    60,
+    12,
+    -1,
+    -1,
+    13,
+    2,
+    -1,
+    -1,
+    -1,
+    -1,
+    56,
+    -1,
+    -1,
+    -1,
+    11,
+    2,
+    40,
+    73,
+    11,
+    50,
+    4,
+    -1,
+    35,
+    9,
+    14,
+    0,
+    -1,
+    2,
+    31,
+    34,
+    0,
+    0,
+    92,
+    1,
+    2,
+    5,
+    33,
+    40,
+    19,
+    12,
+    9,
+    115,
+    73,
+    44,
+    11,
+    8,
+    -1,
+    52,
+    2,
+    -1,
+    2,
+    -1,
+    100,
+    35,
+    12,
+    -1,
+    6,
+    79,
+    -1,
+    65,
+    74,
+    103,
+    54,
+    0,
+    0,
+    -1,
+    83,
+    88,
+    -1,
+    39,
+    13,
+    -1,
+    61,
+    14,
+    18,
+    18,
+    35,
+    -1,
+    70,
+    -1,
+    43,
+    18,
+    39,
+    0,
+    -1,
+    6,
+    11,
+    21,
+    1,
+    3,
+    16,
+    8,
+    34,
+    114,
+    3,
+    26,
+    40,
+    16,
+    88,
+    17,
+    12,
+    1,
+    13,
+    -1,
+    50,
+    59,
+    -1,
+    44,
+    17,
+    56,
+    -1,
+    21,
+    45,
+    28,
+    0,
+    -1,
+    1,
+    -1,
+    55,
+    87,
+    12,
+    10,
+    -1,
+    28,
+    28,
+    11,
+    92,
+    82,
+    -1,
+    58,
+    31,
+    6,
+    -1,
+    -1,
+    24,
+    100,
+    -1,
+    19,
+    -1,
+    -1,
+    -1,
+    -1,
+    24,
+    52,
+    105,
+    94,
+    41,
+    -1,
+    85,
+    99,
+    74,
+    4,
+    -1,
+    28,
+    65,
+    19,
+    53,
+    58,
+    27,
+    -1,
+    1,
+    6,
+    113,
+    -1,
+    67,
+    65,
+    113,
+    0,
+    7,
+    24,
+    31,
+    1,
+    -1,
+    44,
+    48,
+    85,
+    59,
+    44,
+    111,
+    2,
+    -1,
+    -1,
+    10,
+    58,
+    93,
+    39,
+    -1,
+    76,
+    17,
+    0,
+    7,
+    43,
+    -1,
+    1,
+    -1,
+    2,
+    27,
+    31,
+    44,
+    57,
+    1,
+    86,
+    -1,
+    81,
+    20,
+    26,
+    49,
+    -1,
+    31,
+    13,
+    57,
+    19,
+    69,
+    65,
+    24,
+    76,
+    93,
+    34,
+    106,
+    17,
+    11,
+    76,
+    24,
+    52,
+    13,
+    7,
+    3,
+    13,
+    14,
+    17,
+    13,
+    -1,
+    59,
+    31,
+    32,
+    95,
+    9,
+    92,
+    -1,
+    33,
+    55,
+    5,
+    75,
+    17,
+    83,
+    30,
+    27,
+    17,
+    1,
+    98,
+    -1,
+    1,
+    65,
+    33,
+    -1,
+    64,
+    -1,
+    2,
+    88,
+    64,
+    5,
+    14,
+    20,
+    18,
+    36,
+    12,
+    57,
+    68,
+    11,
+    1,
+    -1,
+    -1,
+    17,
+    1,
+    -1,
+    -1,
+    39,
+    -1,
+    31,
+    94,
+    -1,
+    42,
+    4,
+    70,
+    3,
+    67,
+    20,
+    -1,
+    38,
+    71,
+    12,
+    1,
+    -1,
+    55,
+    -1,
+    -1,
+    81,
+    62,
+    60,
+    100,
+    14,
+    97,
+    21,
+    95,
+    -1,
+    -1,
+    98,
+    39,
+    -1,
+    6,
+    61,
+    103,
+    0,
+    60,
+    83,
+    83,
+    -1,
+    95,
+    3,
+    60,
+    16,
+    -1,
+    14,
+    70,
+    56,
+    53,
+    -1,
+    -1,
+    -1,
+    17,
+    21,
+    93,
+    3,
+    6,
+    -1,
+    -1,
+    23,
+    7,
+    71,
+    -1,
+    69,
+    103,
+    38,
+    2,
+    -1,
+    18,
+    11,
+    38,
+    -1,
+    92,
+    68,
+    71,
+    28,
+    26,
+    5,
+    30,
+    25,
+    6,
+    83,
+    -1,
+    4,
+    0,
+    3,
+    -1,
+    -1,
+    -1,
+    23,
+    76,
+    89,
+    -1,
+    34,
+    116,
+    29,
+    30,
+    -1,
+    30,
+    33,
+    -1,
+    49,
+    2,
+    95,
+    28,
+    9,
+    1,
+    52,
+    40,
+    51,
+    -1,
+    30,
+    38,
+    -1,
+    112,
+    -1,
+    -1,
+    23,
+    72,
+    -1,
+    6,
+    -1,
+    2,
+    90,
+    54,
+    26,
+    66,
+    51,
+    21,
+    15,
+    82,
+    34,
+    59,
+    23,
+    -1,
+    31,
+    82,
+    10,
+    12,
+    45,
+    9,
+    23,
+    69,
+    0,
+    -1,
+    -1,
+    1,
+    -1,
+    16,
+    -1,
+    20,
+    -1,
+    8,
+    23,
+    0,
+    8,
+    36,
+    4,
+    -1,
+    43,
+    1,
+    10,
+    1,
+    102,
+    91,
+    20,
+    0,
+    6,
+    1,
+    106,
+    -1,
+    6,
+    40,
+    -1,
+    13,
+    27,
+    -1,
+    30,
+    -1,
+    2,
+    -1,
+    -1,
+    25,
+    -1,
+    41,
+    110,
+    71,
+    104,
+    -1,
+    -1,
+    22,
+    50,
+    8,
+    49,
+    23,
+    21,
+    -1,
+    4,
+    76,
+    0,
+    4,
+    0,
+    1,
+    6,
+    10,
+    0,
+    27,
+    24,
+    95,
+    -1,
+    4,
+    -1,
+    20,
+    4,
+    4,
+    49,
+    9,
+    13,
+    86,
+    25,
+    74,
+    -1,
+    71,
+    47,
+    24,
+    -1,
+    -1,
+    81,
+    14,
+    7,
+    12,
+    7,
+    7,
+    24,
+    24,
+    72,
+    67,
+    -1,
+    -1,
+    22,
+    62,
+    26,
+    13,
+    17,
+    5,
+    87,
+    71,
+    67,
+    -1,
+    20,
+    25,
+    38,
+    112,
+    34,
+    34,
+    61,
+    19,
+    93,
+    13,
+    105,
+    13,
+    46,
+    24,
+    7,
+    1,
+    5,
+    0,
+    87,
+    -1,
+    57,
+    17,
+    17,
+    64,
+    48,
+    1,
+    20,
+    0,
+    48,
+    111,
+    11,
+    37,
+    16,
+    114,
+    42,
+    19,
+    97,
+    34,
+    56,
+    -1,
+    -1,
+    0,
+    24,
+    87,
+    -1,
+    25,
+    77,
+    59,
+    51,
+    0,
+    3,
+    81,
+    13,
+    7,
+    2,
+    62,
+    46,
+    99,
+    7,
+    42,
+    45,
+    93,
+    -1,
+    16,
+    26,
+    71,
+    31,
+    24,
+    81,
+    32,
+    -1,
+    13,
+    9,
+    57,
+    1,
+    17,
+    5,
+    27,
+    73,
+    31,
+    115,
+    -1,
+    -1,
+    9,
+    28,
+    107,
+    12,
+    64,
+    13,
+    58,
+    -1,
+    13,
+    110,
+    116,
+    -1,
+    15,
+    93,
+    14,
+    3,
+    -1,
+    17,
+    14,
+    -1,
+    27,
+    -1,
+    67,
+    -1,
+    7,
+    27,
+    -1,
+    64,
+    37,
+    -1,
+    92,
+    7,
+    57,
+    1,
+    76,
+    58,
+    -1,
+    1,
+    -1,
+    23,
+    15,
+    28,
+    16,
+    3,
+    -1,
+    71,
+    57,
+    33,
+    -1,
+    95,
+    87,
+    -1,
+    19,
+    -1,
+    29,
+    58,
+    80,
+    11,
+    7,
+    7,
+    20,
+    111,
+    44,
+    15,
+    81,
+    14,
+    16,
+    13,
+    1,
+    7,
+    -1,
+    -1,
+    106,
+    8,
+    1,
+    -1,
+    0,
+    19,
+    47,
+    67,
+    33,
+    -1,
+    26,
+    -1,
+    10,
+    92,
+    14,
+    76,
+    33,
+    15,
+    99,
+    31,
+    0,
+    64,
+    33,
+    -1,
+    -1,
+    33,
+    -1,
+    24,
+    10,
+    17,
+    -1,
+    3,
+    19,
+    -1,
+    -1,
+    19,
+    -1,
+    85,
+    51,
+    27,
+    75,
+    19,
+    -1,
+    7,
+    72,
+    98,
+    1,
+    -1,
+    1,
+    2,
+    6,
+    0,
+    23,
+    -1,
+    32,
+    76,
+    38,
+    -1,
+    18,
+    -1,
+    13,
+    90,
+    96,
+    27,
+    -1,
+    -1,
+    65,
+    -1,
+    79,
+    -1,
+    57,
+    2,
+    45,
+    24,
+    2,
+    31,
+    9,
+    74,
+    17,
+    97,
+    47,
+    5,
+    2,
+    25,
+    -1,
+    17,
+    -1,
+    20,
+    12,
+    73,
+    0,
+    -1,
+    -1,
+    24,
+    1,
+    -1,
+    28,
+    -1,
+    44,
+    0,
+    -1,
+    13,
+    74,
+    1,
+    11,
+    39,
+    92,
+    -1,
+    -1,
+    3,
+    37,
+    0,
+    2,
+    5,
+    75,
+    48,
+    0,
+    103,
+    14,
+    25,
+    14,
+    64,
+    -1,
+    15,
+    100,
+    93,
+    7,
+    32,
+    -1,
+    93,
+    19,
+    79,
+    36,
+    15,
+    73,
+    2,
+    -1,
+    -1,
+    31,
+    -1,
+    36,
+    -1,
+    -1,
+    79,
+    2,
+    115,
+    13,
+    -1,
+    90,
+    49,
+    5,
+    -1,
+    63,
+    0,
+    17,
+    17,
+    12,
+    81,
+    1,
+    23,
+    3,
+    -1,
+    9,
+    101,
+    47,
+    -1,
+    103,
+    -1,
+    68,
+    7,
+    64,
+    57,
+    -1,
+    5,
+    -1,
+    73,
+    -1,
+    -1,
+    95,
+    1,
+    68,
+    46,
+    7,
+    65,
+    78,
+    57,
+    2,
+    1,
+    19,
+    13,
+    11,
+    -1,
+    22,
+    40,
+    51,
+    0,
+    58,
+    82,
+    88,
+    91,
+    18,
+    47,
+    -1,
+    64,
+    7,
+    47,
+    -1,
+    -1,
+    -1,
+    38,
+    75,
+    68,
+    7,
+    -1,
+    31,
+    54,
+    57,
+    105,
+    98,
+    15,
+    -1,
+    12,
+    18,
+    17,
+    -1,
+    90,
+    17,
+    1,
+    17,
+    64,
+    39,
+    2,
+    -1,
+    89,
+    -1,
+    26,
+    103,
+    29,
+    -1,
+    -1,
+    2,
+    87,
+    0,
+    -1,
+    96,
+    7,
+    73,
+    18,
+    1,
+    9,
+    29,
+    84,
+    -1,
+    47,
+    1,
+    42,
+    40,
+    2,
+    -1,
+    102,
+    -1,
+    113,
+    47,
+    -1,
+    7,
+    1,
+    3,
+    24,
+    12,
+    18,
+    -1,
+    -1,
+    68,
+    -1,
+    -1,
+    7,
+    1,
+    19,
+    40,
+    46,
+    54,
+    47,
+    19,
+    35,
+    -1,
+    2,
+    5,
+    44,
+    9,
+    -1,
+    9,
+    40,
+    19,
+    59,
+    -1,
+    30,
+    31,
+    21,
+    39,
+    22,
+    98,
+    25,
+    19,
+    -1,
+    99,
+    59,
+    -1,
+    19,
+    -1,
+    3,
+    3,
+    80,
+    27,
+    32,
+    70,
+    -1,
+    9,
+    68,
+    111,
+    -1,
+    -1,
+    61,
+    2,
+    -1,
+    34,
+    30,
+    52,
+    -1,
+    29,
+    79,
+    8,
+    -1,
+    96,
+    -1,
+    -1,
+    -1,
+    -1,
+    8,
+    11,
+    2,
+    30,
+    0,
+    63,
+    113,
+    8,
+    -1,
+    2,
+    38,
+    12,
+    37,
+    -1,
+    -1,
+    40,
+    -1,
+    6,
+    19,
+    1,
+    -1,
+    92,
+    8,
+    37,
+    0,
+    1,
+    11,
+    10,
+    85,
+    51,
+    -1,
+    -1,
+    53,
+    44,
+    3,
+    -1,
+    42,
+    21,
+    51,
+    -1,
+    116,
+    -1,
+    29,
+    34,
+    6,
+    31,
+    36,
+    59,
+    8,
+    59,
+    4,
+    -1,
+    0,
+    -1,
+    112,
+    72,
+    6,
+    1,
+    -1,
+    44,
+    22,
+    33,
+    18,
+    116,
+    -1,
+    6,
+    -1,
+    17,
+    52,
+    100,
+    60,
+    35,
+    41,
+    72,
+    77,
+    -1,
+    99,
+    9,
+    20,
+    37,
+    43,
+    -1,
+    40,
+    66,
+    28,
+    -1,
+    50,
+    -1,
+    -1,
+    25,
+    -1,
+    103,
+    2,
+    -1,
+    17,
+    35,
+    25,
+    21,
+    2,
+    41,
+    -1,
+    7,
+    8,
+    57,
+    -1,
+    72,
+    7,
+    34,
+    9,
+    16,
+    8,
+    15,
+    -1,
+    -1,
+    6,
+    -1,
+    4,
+    2,
+    4,
+    -1,
+    70,
+    94,
+    -1,
+    82,
+    -1,
+    18,
+    0,
+    54,
+    22,
+    -1,
+    20,
+    12,
+    39,
+    77,
+    70,
+    0,
+    3,
+    0,
+    49,
+    101,
+    5,
+    55,
+    38,
+    0,
+    31,
+    29,
+    73,
+    -1,
+    -1,
+    12,
+    66,
+    24,
+    1,
+    19,
+    -1,
+    32,
+    37,
+    4,
+    10,
+    53,
+    37,
+    29,
+    20,
+    30,
+    13,
+    51,
+    32,
+    30,
+    53,
+    3,
+    35,
+    63,
+    62,
+    27,
+    -1,
+    112,
+    2,
+    15,
+    39,
+    0,
+    -1,
+    11,
+    11,
+    -1,
+    43,
+    -1,
+    -1,
+    22,
+    15,
+    40,
+    -1,
+    0,
+    2,
+    95,
+    1,
+    30,
+    68,
+    -1,
+    37,
+    1,
+    2,
+    -1,
+    7,
+    66,
+    52,
+    11,
+    -1,
+    115,
+    7,
+    -1,
+    -1,
+    33,
+    12,
+    28,
+    10,
+    0,
+    -1,
+    7,
+    -1,
+    2,
+    102,
+    17,
+    -1,
+    8,
+    25,
+    16,
+    58,
+    -1,
+    2,
+    55,
+    36,
+    36,
+    21,
+    10,
+    0,
+    47,
+    32,
+    -1,
+    -1,
+    -1,
+    -1,
+    0,
+    42,
+    2,
+    45,
+    2,
+    -1,
+    17,
+    36,
+    48,
+    62,
+    0,
+    13,
+    36,
+    11,
+    38,
+    -1,
+    43,
+    45,
+    -1,
+    -1,
+    19,
+    85,
+    11,
+    12,
+    -1,
+    65,
+    3,
+    7,
+    -1,
+    -1,
+    19,
+    19,
+    -1,
+    21,
+    108,
+    22,
+    -1,
+    -1,
+    41,
+    4,
+    -1,
+    44,
+    32,
+    5,
+    84,
+    -1,
+    -1,
+    9,
+    -1,
+    15,
+    107,
+    3,
+    45,
+    16,
+    26,
+    12,
+    37,
+    102,
+    62,
+    6,
+    1,
+    -1,
+    0,
+    41,
+    2,
+    55,
+    -1,
+    3,
+    35,
+    -1,
+    5,
+    -1,
+    16,
+    -1,
+    0,
+    -1,
+    -1,
+    -1,
+    47,
+    45,
+    25,
+    6,
+    0,
+    0,
+    0,
+    7,
+    5,
+    14,
+    25,
+    109,
+    33,
+    5,
+    16,
+    0,
+    -1,
+    16,
+    10,
+    -1,
+    16,
+    35,
+    -1,
+    50,
+    16,
+    14,
+    20,
+    30,
+    26,
+    73,
+    59,
+    86,
+    84,
+    63,
+    29,
+    -1,
+    0,
+    -1,
+    15,
+    39,
+    -1,
+    5,
+    58,
+    0,
+    36,
+    -1,
+    27,
+    -1,
+    -1,
+    -1,
+    109,
+    5,
+    24,
+    16,
+    24,
+    116,
+    5,
+    0,
+    79,
+    40,
+    23,
+    0,
+    106,
+    0,
+    -1,
+    -1,
+    26,
+    3,
+    4,
+    23,
+    43,
+    9,
+    28,
+    36,
+    -1,
+    56,
+    75,
+    4,
+    54,
+    108,
+    3,
+    56,
+    73,
+    44,
+    -1,
+    39,
+    113,
+    -1,
+    89,
+    -1,
+    -1,
+    -1,
+    2,
+    -1,
+    51,
+    14,
+    19,
+    9,
+    6,
+    12,
+    83,
+    23,
+    -1,
+    101,
+    46,
+    51,
+    36,
+    2,
+    16,
+    4,
+    77,
+    12,
+    -1,
+    23,
+    -1,
+    -1,
+    50,
+    0,
+    2,
+    34,
+    38,
+    56,
+    -1,
+    96,
+    -1,
+    22,
+    -1,
+    -1,
+    87,
+    -1,
+    40,
+    -1,
+    -1,
+    -1,
+    26,
+    107,
+    -1,
+    4,
+    -1,
+    -1,
+    102,
+    2,
+    10,
+    32,
+    23,
+    21,
+    39,
+    21,
+    -1,
+    6,
+    -1,
+    82,
+    20,
+    -1,
+    -1,
+    -1,
+    -1,
+    107,
+    15,
+    56,
+    -1,
+    14,
+    55,
+    46,
+    -1,
+    -1,
+    -1,
+    4,
+    -1,
+    103,
+    55,
+    100,
+    26,
+    45,
+    -1,
+    0,
+    7,
+    35,
+    -1,
+    -1,
+    -1,
+    1,
+    45,
+    -1,
+    7,
+    0,
+    2,
+    88,
+    2,
+    1,
+    61,
+    2,
+    -1,
+    0,
+    9,
+    18,
+    -1,
+    78,
+    0,
+    22,
+    -1,
+    -1,
+    -1,
+    4,
+    -1,
+    52,
+    -1,
+    20,
+    2,
+    62,
+    -1,
+    -1,
+    11,
+    47,
+    2,
+    30,
+    30,
+    106,
+    43,
+    -1,
+    9,
+    4,
+    0,
+    42,
+    55,
+    31,
+    0,
+    11,
+    32,
+    3,
+    4,
+    105,
+    39,
+    77,
+    38,
+    6,
+    -1,
+    59,
+    83,
+    23,
+    21,
+    97,
+    -1,
+    60,
+    28,
+    21,
+    -1,
+    -1,
+    -1,
+    0,
+    -1,
+    98,
+    29,
+    48,
+    -1,
+    6,
+    -1,
+    2,
+    55,
+    39,
+    98,
+    90,
+    38,
+    3,
+    28,
+    6,
+    -1,
+    22,
+    11,
+    -1,
+    69,
+    -1,
+    6,
+    66,
+    29,
+    29,
+    10,
+    21,
+    6,
+    99,
+    34,
+    22,
+    62,
+    -1,
+    29,
+    113,
+    35,
+    17,
+    26,
+    9,
+    53,
+    -1,
+    0,
+    0,
+    21,
+    77,
+    78,
+    67,
+    -1,
+    47,
+    27,
+    -1,
+    66,
+    9,
+    2,
+    42,
+    28,
+    -1,
+    -1,
+    56,
+    40,
+    22,
+    -1,
+    110,
+    17,
+    11,
+    -1,
+    51,
+    -1,
+    -1,
+    43,
+    68,
+    11,
+    5,
+    -1,
+    14,
+    16,
+    4,
+    35,
+    0,
+    56,
+    -1,
+    116,
+    8,
+    15,
+    -1,
+    5,
+    -1,
+    27,
+    4,
+    18,
+    16,
+    1,
+    9,
+    39,
+    -1,
+    9,
+    70,
+    18,
+    19,
+    11,
+    4,
+    5,
+    34,
+    99,
+    19,
+    116,
+    16,
+    40,
+    -1,
+    -1,
+    21,
+    96,
+    17,
+    21,
+    -1,
+    -1,
+    0,
+    50,
+    7,
+    -1,
+    -1,
+    30,
+    60,
+    110,
+    1,
+    14,
+    -1,
+    34,
+    -1,
+    18,
+    -1,
+    65,
+    59,
+    -1,
+    92,
+    49,
+    8,
+    -1,
+    27,
+    51,
+    53,
+    72,
+    14,
+    -1,
+    33,
+    70,
+    34,
+    -1,
+    99,
+    45,
+    15,
+    0,
+    6,
+    12,
+    -1,
+    91,
+    8,
+    66,
+    76,
+    -1,
+    72,
+    22,
+    38,
+    29,
+    -1,
+    -1,
+    18,
+    6,
+    8,
+    0,
+    35,
+    37,
+    101,
+    -1,
+    50,
+    -1,
+    18,
+    11,
+    -1,
+    79,
+    20,
+    4,
+    -1,
+    68,
+    59,
+    56,
+    85,
+    6,
+    5,
+    90,
+    -1,
+    -1,
+    25,
+    78,
+    -1,
+    -1,
+    3,
+    19,
+    39,
+    76,
+    84,
+    15,
+    8,
+    0,
+    38,
+    15,
+    3,
+    14,
+    2,
+    83,
+    -1,
+    -1,
+    16,
+    99,
+    11,
+    42,
+    3,
+    -1,
+    -1,
+    109,
+    37,
+    -1,
+    0,
+    -1,
+    102,
+    -1,
+    97,
+    -1,
+    23,
+    90,
+    36,
+    8,
+    -1,
+    -1,
+    51,
+    -1,
+    85,
+    -1,
+    32,
+    -1,
+    76,
+    -1,
+    -1,
+    44,
+    72,
+    -1,
+    -1,
+    37,
+    20,
+    84,
+    39,
+    10,
+    78,
+    18,
+    -1,
+    68,
+    5,
+    9,
+    2,
+    72,
+    -1,
+    13,
+    9,
+    37,
+    52,
+    -1,
+    9,
+    94,
+    17,
+    2,
+    0,
+    6,
+    0,
+    -1,
+    10,
+    73,
+    45,
+    0,
+    77,
+    46,
+    52,
+    18,
+    -1,
+    23,
+    74,
+    55,
+    39,
+    5,
+    59,
+    18,
+    15,
+    12,
+    5,
+    54,
+    51,
+    0,
+    10,
+    14,
+    -1,
+    -1,
+    29,
+    15,
+    -1,
+    -1,
+    12,
+    15,
+    89,
+    16,
+    -1,
+    16,
+    43,
+    2,
+    20,
+    -1,
+    22,
+    -1,
+    10,
+    48,
+    99,
+    36,
+    -1,
+    32,
+    3,
+    105,
+    -1,
+    56,
+    56,
+    -1,
+    56,
+    -1,
+    -1,
+    -1,
+    80,
+    3,
+    56,
+    18,
+    0,
+    -1,
+    13,
+    10,
+    73,
+    70,
+    4,
+    87,
+    -1,
+    2,
+    113,
+    1,
+    54,
+    10,
+    57,
+    29,
+    5,
+    75,
+    104,
+    88,
+    -1,
+    -1,
+    20,
+    81,
+    62,
+    91,
+    80,
+    15,
+    56,
+    62,
+    48,
+    -1,
+    6,
+    11,
+    61,
+    30,
+    10,
+    -1,
+    9,
+    -1,
+    22,
+    15,
+    9,
+    38,
+    114,
+    23,
+    32,
+    15,
+    26,
+    80,
+    33,
+    74,
+    36,
+    6,
+    46,
+    96,
+    6,
+    8,
+    24,
+    34,
+    -1,
+    32,
+    15,
+    94,
+    88,
+    9,
+    36,
+    63,
+    28,
+    2,
+    40,
+    18,
+    37,
+    29,
+    -1,
+    55,
+    61,
+    45,
+    15,
+    13,
+    75,
+    11,
+    37,
+    -1,
+    3,
+    31,
+    89,
+    17,
+    49,
+    -1,
+    8,
+    11,
+    -1,
+    6,
+    4,
+    74,
+    48,
+    48,
+    0,
+    4,
+    22,
+    20,
+    73,
+    30,
+    15,
+    -1,
+    4,
+    -1,
+    72,
+    13,
+    47,
+    44,
+    59,
+    24,
+    105,
+    -1,
+    15,
+    -1,
+    -1,
+    93,
+    20,
+    9,
+    -1,
+    53,
+    10,
+    -1,
+    74,
+    -1,
+    43,
+    -1,
+    5,
+    -1,
+    22,
+    -1,
+    33,
+    24,
+    91,
+    15,
+    47,
+    49,
+    45,
+    -1,
+    1,
+    1,
+    34,
+    -1,
+    79,
+    -1,
+    42,
+    23,
+    52,
+    2,
+    41,
+    84,
+    0,
+    85,
+    67,
+    13,
+    0,
+    2,
+    -1,
+    16,
+    65,
+    23,
+    52,
+    63,
+    8,
+    109,
+    -1,
+    -1,
+    -1,
+    26,
+    -1,
+    34,
+    21,
+    4,
+    -1,
+    37,
+    -1,
+    10,
+    11,
+    -1,
+    83,
+    -1,
+    -1,
+    37,
+    6,
+    -1,
+    22,
+    29,
+    2,
+    2,
+    115,
+    49,
+    -1,
+    2,
+    43,
+    38,
+    36,
+    -1,
+    76,
+    -1,
+    43,
+    -1,
+    66,
+    1,
+    2,
+    33,
+    10,
+    21,
+    26,
+    61,
+    15,
+    29,
+    116,
+    14,
+    3,
+    5,
+    13,
+    -1,
+    14,
+    4,
+    115,
+    72,
+    53,
+    78,
+    43,
+    39,
+    6,
+    79,
+    0,
+    50,
+    22,
+    -1,
+    -1,
+    40,
+    -1,
+    0,
+    42,
+    17,
+    24,
+    -1,
+    3,
+    -1,
+    24,
+    94,
+    57,
+    31,
+    -1,
+    60,
+    30,
+    12,
+    11,
+    112,
+    53,
+    -1,
+    86,
+    44,
+    8,
+    27,
+    14,
+    0,
+    14,
+    25,
+    44,
+    38,
+    28,
+    35,
+    0,
+    28,
+    8,
+    4,
+    -1,
+    -1,
+    63,
+    -1,
+    -1,
+    22,
+    28,
+    48,
+    6,
+    48,
+    -1,
+    5,
+    -1,
+    49,
+    61,
+    13,
+    -1,
+    61,
+    13,
+    -1,
+    -1,
+    34,
+    5,
+    30,
+    9,
+    53,
+    14,
+    36,
+    2,
+    11,
+    66,
+    17,
+    -1,
+    10,
+    -1,
+    -1,
+    26,
+    0,
+    9,
+    21,
+    61,
+    6,
+    53,
+    19,
+    60,
+    22,
+    25,
+    28,
+    93,
+    40,
+    -1,
+    -1,
+    3,
+    8,
+    17,
+    74,
+    45,
+    53,
+    20,
+    -1,
+    9,
+    -1,
+    23,
+    60,
+    66,
+    -1,
+    46,
+    3,
+    0,
+    53,
+    95,
+    11,
+    95,
+    8,
+    37,
+    51,
+    -1,
+    5,
+    -1,
+    52,
+    78,
+    13,
+    41,
+    26,
+    60,
+    114,
+    16,
+    -1,
+    -1,
+    5,
+    5,
+    -1,
+    -1,
+    -1,
+    -1,
+    -1,
+    12,
+    6,
+    3,
+    8,
+    10,
+    -1,
+    61,
+    22,
+    51,
+    -1,
+    11,
+    37,
+    20,
+    48,
+    42,
+    -1,
+    8,
+    55,
+    0,
+    89,
+    -1,
+    90,
+    15,
+    21,
+    46,
+    51,
+    0,
+    15,
+    0,
+    20,
+    5,
+    37,
+    0,
+    -1,
+    -1,
+    3,
+    42,
+    38,
+    43,
+    -1,
+    -1,
+    42,
+    1,
+    18,
+    67,
+    61,
+    14,
+    20,
+    8,
+    6,
+    3,
+    4,
+    54,
+    27,
+    -1,
+    40,
+    53,
+    -1,
+    -1,
+    16,
+    101,
+    81,
+    -1,
+    28,
+    100,
+    49,
+    1,
+    12,
+    3,
+    30,
+    37,
+    44,
+    16,
+    9,
+    5,
+    35,
+    27,
+    8,
+    12,
+    -1,
+    109,
+    -1,
+    37,
+    110,
+    -1,
+    -1,
+    11,
+    27,
+    34,
+    -1,
+    -1,
+    19,
+    88,
+    -1,
+    8,
+    6,
+    14,
+    36,
+    -1,
+    19,
+    4,
+    -1,
+    114,
+    -1,
+    1,
+    9,
+    -1,
+    -1,
+    45,
+    -1,
+    1,
+    45,
+    6,
+    79,
+    -1,
+    3,
+    -1,
+    42,
+    68,
+    -1,
+    0,
+    -1,
+    -1,
+    15,
+    4,
+    -1,
+    4,
+    -1,
+    20,
+    80,
+    -1,
+    81,
+    2,
+    -1,
+    15,
+    18,
+    2,
+    49,
+    50,
+    25,
+    49,
+    -1,
+    50,
+    66,
+    49,
+    15,
+    32,
+    54,
+    23,
+    2,
+    0,
+    33,
+    86,
+    7,
+    7,
+    20,
+    52,
+    0,
+    84,
+    0,
+    32,
+    102,
+    -1,
+    75,
+    36,
+    58,
+    75,
+    0,
+    0,
+    16,
+    0,
+    14,
+    -1,
+    0,
+    38,
+    16,
+    41,
+    -1,
+    100,
+    -1,
+    21,
+    85,
+    25,
+    1,
+    44,
+    -1,
+    0,
+    -1,
+    14,
+    36,
+    12,
+    34,
+    17,
+    -1,
+    62,
+    7,
+    31,
+    1,
+    -1,
+    73,
+    -1,
+    51,
+    2,
+    -1,
+    23,
+    52,
+    4,
+    38,
+    -1,
+    71,
+    94,
+    86,
+    8,
+    102,
+    30,
+    45,
+    8,
+    56,
+    43,
+    30,
+    9,
+    41,
+    32,
+    4,
+    -1,
+    7,
+    9,
+    18,
+    0,
+    25,
+    21,
+    23,
+    10,
+    3,
+    66,
+    46,
+    55,
+    24,
+    -1,
+    31,
+    43,
+    44,
+    -1,
+    51,
+    29,
+    40,
+    35,
+    59,
+    53,
+    114,
+    34,
+    29,
+    30,
+    -1,
+    -1,
+    25,
+    -1,
+    50,
+    46,
+    105,
+    13,
+    20,
+    54,
+    0,
+    110,
+    -1,
+    -1,
+    21,
+    77,
+    6,
+    30,
+    -1,
+    57,
+    23,
+    22,
+    11,
+    104,
+    -1,
+    2,
+    -1,
+    37,
+    0,
+    4,
+    -1,
+    20,
+    62,
+    6,
+    94,
+    25,
+    61,
+    -1,
+    43,
+    0,
+    -1,
+    -1,
+    11,
+    26,
+    -1,
+    3,
+    -1,
+    21,
+    61,
+    32,
+    84,
+    16,
+    53,
+    90,
+    -1,
+    86,
+    11,
+    0,
+    0,
+    50,
+    8,
+    52,
+    22,
+    12,
+    79,
+    10,
+    -1,
+    -1,
+    37,
+    68,
+    22,
+    106,
+    93,
+    24,
+    -1,
+    -1,
+    1,
+    37,
+    -1,
+    33,
+    30,
+    37,
+    14,
+    -1,
+    30,
+    61,
+    116,
+    -1,
+    5,
+    84,
+    65,
+    0,
+    4,
+    1,
+    91,
+    13,
+    12,
+    103,
+    52,
+    18,
+    -1,
+    80,
+    22,
+    0,
+    23,
+    40,
+    18,
+    47,
+    59,
+    8,
+    55,
+    82,
+    64,
+    13,
+    21,
+    101,
+    -1,
+    2,
+    0,
+    49,
+    -1,
+    25,
+    -1,
+    -1,
+    67,
+    78,
+    -1,
+    14,
+    -1,
+    -1,
+    4,
+    56,
+    29,
+    6,
+    27,
+    97,
+    4,
+    42,
+    44,
+    80,
+    84,
+    0,
+    -1,
+    37,
+    43,
+    -1,
+    78,
+    -1,
+    82,
+    49,
+    -1,
+    69,
+    1,
+    35,
+    8,
+    60,
+    25,
+    81,
+    22,
+    10,
+    -1,
+    28,
+    0,
+    23,
+    41,
+    -1,
+    -1,
+    -1,
+    28,
+    11,
+    72,
+    51,
+    17,
+    82,
+    63,
+    -1,
+    30,
+    -1,
+    -1,
+    0,
+    74,
+    23,
+    78,
+    12,
+    14,
+    42,
+    -1,
+    32,
+    101,
+    14,
+    43,
+    10,
+    33,
+    8,
+    36,
+    66,
+    -1,
+    109,
+    97,
+    56,
+    -1,
+    -1,
+    1,
+    0,
+    0,
+    98,
+    10,
+    37,
+    49,
+    -1,
+    28,
+    63,
+    -1,
+    25,
+    -1,
+    21,
+    41,
+    114,
+    6,
+    94,
+    9,
+    30,
+    0,
+    -1,
+    70,
+    91,
+    19,
+    1,
+    -1,
+    66,
+    -1,
+    80,
+    27,
+    4,
+    -1,
+    114,
+    26,
+    -1,
+    13,
+    77,
+    -1,
+    47,
+    107,
+    10,
+    0,
+    16,
+    5,
+    -1,
+    82,
+    -1,
+    -1,
+    12,
+    30,
+    49,
+    -1,
+    18,
+    21,
+    92,
+    31,
+    6,
+    91,
+    6,
+    1,
+    -1,
+    50,
+    -1,
+    14,
+    22,
+    16,
+    -1,
+    -1,
+    -1,
+    81,
+    0,
+    9,
+    25,
+    53,
+    57,
+    12,
+    74,
+    24,
+    69,
+    16,
+    -1,
+    36,
+    11,
+    3,
+    10,
+    4,
+    1,
+    -1,
+    85,
+    11,
+    4,
+    -1,
+    8,
+    12,
+    41,
+    105,
+    55,
+    1,
+    -1,
+    15,
+    -1,
+    68,
+    29,
+    46,
+    79,
+    12,
+    -1,
+    -1,
+    33,
+    0,
+    6,
+    5,
+    -1,
+    4,
+    73,
+    0,
+    11,
+    -1,
+    -1,
+    -1,
+    53,
+    -1,
+    -1,
+    4,
+    0,
+    10,
+    -1,
+    28,
+    -1,
+    14,
+    41,
+    1,
+    -1,
+    87,
+    55,
+    -1,
+    21,
+    22,
+    21,
+    35,
+    67,
+    74,
+    0,
+    37,
+    22,
+    30,
+    46,
+    41,
+    14,
+    12,
+    -1,
+    40,
+    21,
+    3,
+    77,
+    21,
+    1,
+    -1,
+    16,
+    33,
+    -1,
+    49,
+    -1,
+    2,
+    1,
+    15,
+    11,
+    -1,
+    50,
+    0,
+    107,
+    101,
+    69,
+    4,
+    -1,
+    74,
+    -1,
+    79,
+    16,
+    94,
+    88,
+    13,
+    26,
+    2,
+    28,
+    32,
+    94,
+    27,
+    -1,
+    -1,
+    87,
+    91,
+    111,
+    -1,
+    -1,
+    98,
+    27,
+    70,
+    81,
+    2,
+    4,
+    50,
+    50,
+    -1,
+    0,
+    83,
+    21,
+    22,
+    51,
+    9,
+    44,
+    20,
+    27,
+    -1,
+    2,
+    41,
+    0,
+    48,
+    45,
+    -1,
+    43,
+    -1,
+    2,
+    51,
+    -1,
+    9,
+    104,
+    0,
+    7,
+    104,
+    87,
+    3,
+    33,
+    77,
+    19,
+    43,
+    0,
+    -1,
+    7,
+    -1,
+    -1,
+    2,
+    91,
+    -1,
+    59,
+    21,
+    43,
+    12,
+    5,
+    78,
+    -1,
+    82,
+    29,
+    22,
+    13,
+    8,
+    71,
+    1,
+    54,
+    54,
+    54,
+    -1,
+    5,
+    54,
+    20,
+    -1,
+    108,
+    97,
+    53,
+    -1,
+    13,
+    -1,
+    38,
+    21,
+    -1,
+    32,
+    45,
+    36,
+    15,
+    38,
+    18,
+    12,
+    113,
+    26,
+    46,
+    74,
+    14,
+    70,
+    -1,
+    45,
+    23,
+    15,
+    -1,
+    23,
+    54,
+    75,
+    15,
+    56,
+    87,
+    2,
+    60,
+    2,
+    75,
+    2,
+    109,
+    -1,
+    89,
+    -1,
+    59,
+    29,
+    96,
+    69,
+    -1,
+    96,
+    -1,
+    10,
+    35,
+    36,
+    27,
+    -1,
+    18,
+    39,
+    16,
+    52,
+    12,
+    27,
+    60,
+    46,
+    2,
+    -1,
+    1,
+    34,
+    107,
+    29,
+    -1,
+    14,
+    35,
+    -1,
+    52,
+    85,
+    69,
+    10,
+    -1,
+    -1,
+    -1,
+    10,
+    77,
+    5,
+    5,
+    -1,
+    54,
+    41,
+    -1,
+    39,
+    -1,
+    -1,
+    56,
+    50,
+    16,
+    45,
+    22,
+    39,
+    75,
+    -1,
+    84,
+    96,
+    -1,
+    -1,
+    88,
+    0,
+    35,
+    63,
+    33,
+    1,
+    -1,
+    21,
+    103,
+    78,
+    77,
+    13,
+    75,
+    10,
+    21,
+    50,
+    4,
+    79,
+    5,
+    110,
+    -1,
+    -1,
+    -1,
+    61,
+    10,
+    2,
+    60,
+    -1,
+    -1,
+    -1,
+    8,
+    9,
+    99,
+    -1,
+    -1,
+    85,
+    7,
+    18,
+    0,
+    77,
+    4,
+    -1,
+    14,
+    78,
+    -1,
+    104,
+    3,
+    23,
+    56,
+    8,
+    5,
+    10,
+    46,
+    95,
+    19,
+    8,
+    35,
+    -1,
+    6,
+    48,
+    43,
+    35,
+    10,
+    46,
+    108,
+    -1,
+    8,
+    18,
+    10,
+    82,
+    0,
+    55,
+    -1,
+    20,
+    12,
+    8,
+    27,
+    94,
+    48,
+    6,
+    0,
+    -1,
+    26,
+    75,
+    47,
+    0,
+    22,
+    0,
+    80,
+    0,
+    56,
+    110,
+    3,
+    77,
+    59,
+    63,
+    0,
+    87,
+    57,
+    4,
+    8,
+    7,
+    73,
+    55,
+    4,
+    -1,
+    15,
+    11,
+    27,
+    3,
+    62,
+    -1,
+    -1,
+    -1,
+    -1,
+    -1,
+    -1,
+    0,
+    -1,
+    32,
+    5,
+    34,
+    18,
+    33,
+    10,
+    65,
+    80,
+    2,
+    -1,
+    1,
+    100,
+    57,
+    38,
+    -1,
+    -1,
+    11,
+    -1,
+    12,
+    -1,
+    20,
+    14,
+    1,
+    6,
+    -1,
+    -1,
+    10,
+    38,
+    -1,
+    69,
+    -1,
+    8,
+    -1,
+    31,
+    -1,
+    13,
+    -1,
+    29,
+    6,
+    15,
+    61,
+    42,
+    -1,
+    -1,
+    21,
+    48,
+    8,
+    12,
+    18,
+    13,
+    61,
+    48,
+    61,
+    6,
+    32,
+    -1,
+    40,
+    45,
+    -1,
+    -1,
+    25,
+    107,
+    111,
+    -1,
+    -1,
+    -1,
+    -1,
+    100,
+    -1,
+    70,
+    21,
+    58,
+    86,
+    100,
+    27,
+    13,
+    3,
+    17,
+    33,
+    27,
+    0,
+    50,
+    7,
+    0,
+    93,
+    54,
+    33,
+    40,
+    58,
+    -1,
+    70,
+    8,
+    22,
+    2,
+    -1,
+    76,
+    14,
+    108,
+    -1,
+    18,
+    55,
+    16,
+    104,
+    -1,
+    -1,
+    -1,
+    63,
+    33,
+    15,
+    4,
+    -1,
+    7,
+    77,
+    36,
+    51,
+    60,
+    82,
+    80,
+    12,
+    26,
+    31,
+    18,
+    10,
+    34,
+    31,
+    41,
+    101,
+    -1,
+    37,
+    -1,
+    32,
+    26,
+    2,
+    6,
+    11,
+    77,
+    11,
+    -1,
+    -1,
+    8,
+    88,
+    11,
+    63,
+    68,
+    65,
+    8,
+    16,
+    -1,
+    6,
+    1,
+    64,
+    -1,
+    15,
+    6,
+    92,
+    -1,
+    13,
+    107,
+    19,
+    29,
+    4,
+    74,
+    0,
+    7,
+    68,
+    55,
+    -1,
+    -1,
+    52,
+    83,
+    25,
+    4,
+    65,
+    -1,
+    0,
+    3,
+    -1,
+    28,
+    -1,
+    10,
+    42,
+    -1,
+    7,
+    63,
+    28,
+    6,
+    -1,
+    61,
+    57,
+    20,
+    41,
+    111,
+    6,
+    38,
+    10,
+    -1,
+    48,
+    -1,
+    60,
+    12,
+    82,
+    34,
+    19,
+    8,
+    5,
+    -1,
+    -1,
+    8,
+    78,
+    -1,
+    13,
+    8,
+    1,
+    96,
+    21,
+    36,
+    0,
+    3,
+    35,
+    1,
+    28,
+    72,
+    -1,
+    43,
+    6,
+    10,
+    3,
+    8,
+    -1,
+    63,
+    53,
+    4,
+    16,
+    -1,
+    -1,
+    -1,
+    12,
+    86,
+    -1,
+    88,
+    50,
+    9,
+    4,
+    -1,
+    41,
+    0,
+    29,
+    6,
+    0,
+    13,
+    14,
+    31,
+    -1,
+    5,
+    3,
+    100,
+    62,
+    12,
+    1,
+    30,
+    -1,
+    22,
+    -1,
+    30,
+    87,
+    -1,
+    19,
+    30,
+    11,
+    4,
+    10,
+    -1,
+    13,
+    14,
+    1,
+    40,
+    13,
+    1,
+    0,
+    -1,
+    110,
+    -1,
+    -1,
+    48,
+    -1,
+    -1,
+    28,
+    36,
+    19,
+    7,
+    -1,
+    45,
+    46,
+    14,
+    43,
+    -1,
+    94,
+    62,
+    47,
+    -1,
+    7,
+    -1,
+    109,
+    -1,
+    89,
+    3,
+    85,
+    93,
+    25,
+    0,
+    2,
+    25,
+    0,
+    -1,
+    -1,
+    -1,
+    11,
+    26,
+    0,
+    -1,
+    22,
+    12,
+    108,
+    0,
+    14,
+    20,
+    -1,
+    80,
+    12,
+    26,
+    3,
+    0,
+    9,
+    0,
+    -1,
+    0,
+    5,
+    5,
+    -1,
+    2,
+    18,
+    5,
+    0,
+    60,
+    16,
+    116,
+    -1,
+    46,
+    17,
+    9,
+    97,
+    -1,
+    21,
+    109,
+    86,
+    0,
+    -1,
+    51,
+    -1,
+    17,
+    -1,
+    24,
+    -1,
+    97,
+    -1,
+    12,
+    0,
+    2,
+    -1,
+    5,
+    16,
+    -1,
+    -1,
+    12,
+    -1,
+    24,
+    0,
+    2,
+    115,
+    -1,
+    24,
+    -1,
+    115,
+    26,
+    0,
+    3,
+    0,
+    44,
+    68,
+    0,
+    -1,
+    6,
+    22,
+    5,
+    14,
+    10,
+    13,
+    88,
+    -1,
+    82,
+    37,
+    109,
+    67,
+    86,
+    39,
+    15,
+    8,
+    21,
+    1,
+    -1,
+    86,
+    18,
+    2,
+    -1,
+    -1,
+    -1,
+    83,
+    -1,
+    89,
+    71,
+    49,
+    95,
+    14,
+    56,
+    93,
+    9,
+    -1,
+    36,
+    24,
+    16,
+    99,
+    18,
+    5,
+    -1,
+    115,
+    68,
+    23,
+    -1,
+    44,
+    20,
+    -1,
+    2,
+    26,
+    26,
+    26,
+    89,
+    4,
+    18,
+    65,
+    -1,
+    -1,
+    14,
+    29,
+    79,
+    48,
+    -1,
+    65,
+    1,
+    17,
+    9,
+    -1,
+    0,
+    -1,
+    35,
+    13,
+    111,
+    0,
+    -1,
+    1,
+    89,
+    98,
+    -1,
+    0,
+    71,
+    7,
+    -1,
+    14,
+    2,
+    -1,
+    27,
+    1,
+    -1,
+    -1,
+    102,
+    -1,
+    47,
+    -1,
+    36,
+    -1,
+    -1,
+    6,
+    44,
+    -1,
+    26,
+    69,
+    10,
+    87,
+    8,
+    0,
+    112,
+    -1,
+    -1,
+    41,
+    -1,
+    -1,
+    78,
+    5,
+    -1,
+    34,
+    -1,
+    23,
+    -1,
+    4,
+    69,
+    9,
+    -1,
+    7,
+    4,
+    -1,
+    48,
+    40,
+    -1,
+    14,
+    46,
+    94,
+    3,
+    103,
+    -1,
+    30,
+    -1,
+    -1,
+    66,
+    39,
+    -1,
+    104,
+    -1,
+    48,
+    -1,
+    -1,
+    -1,
+    -1,
+    9,
+    -1,
+    -1,
+    114,
+    101,
+    11,
+    23,
+    0,
+    58,
+    59,
+    13,
+    9,
+    -1,
+    -1,
+    9,
+    7,
+    16,
+    -1,
+    -1,
+    90,
+    72,
+    11,
+    -1,
+    -1,
+    -1,
+    19,
+    12,
+    11,
+    95,
+    8,
+    0,
+    0,
+    66,
+    7,
+    80,
+    28,
+    -1,
+    -1,
+    26,
+    59,
+    15,
+    36,
+    -1,
+    -1,
+    -1,
+    62,
+    34,
+    24,
+    82,
+    23,
+    -1,
+    11,
+    20,
+    65,
+    1,
+    4,
+    48,
+    -1,
+    20,
+    -1,
+    9,
+    6,
+    62,
+    13,
+    60,
+    -1,
+    33,
+    80,
+    18,
+    30,
+    40,
+    12,
+    60,
+    -1,
+    78,
+    -1,
+    28,
+    -1,
+    75,
+    2,
+    8,
+    60,
+    -1,
+    35,
+    17,
+    36,
+    3,
+    49,
+    17,
+    66,
+    37,
+    90,
+    -1,
+    29,
+    11,
+    49,
+    4,
+    112,
+    29,
+    2,
+    1,
+    -1,
+    6,
+    22,
+    2,
+    96,
+    79,
+    20,
+    19,
+    8,
+    -1,
+    15,
+    3,
+    98,
+    -1,
+    4,
+    15,
+    13,
+    1,
+    4,
+    -1,
+    42,
+    -1,
+    111,
+    21,
+    7,
+    0,
+    16,
+    6,
+    47,
+    3,
+    -1,
+    -1,
+    2,
+    -1,
+    78,
+    -1,
+    -1,
+    39,
+    -1,
+    14,
+    -1,
+    32,
+    71,
+    0,
+    80,
+    25,
+    -1,
+    -1,
+    26,
+    1,
+    49,
+    -1,
+    -1,
+    15,
+    22,
+    5,
+    3,
+    5,
+    63,
+    4,
+    88,
+    71,
+    -1,
+    72,
+    -1,
+    33,
+    -1,
+    0,
+    -1
+  ],
+  "topic_sizes": {
+    "62": 21,
+    "16": 62,
+    "-1": 1123,
+    "53": 26,
+    "14": 66,
+    "54": 25,
+    "55": 25,
+    "2": 117,
+    "48": 28,
+    "10": 68,
+    "58": 24,
+    "34": 36,
+    "0": 209,
+    "12": 67,
+    "104": 13,
+    "41": 31,
+    "15": 62,
+    "18": 56,
+    "75": 19,
+    "52": 27,
+    "109": 12,
+    "105": 13,
+    "32": 37,
+    "23": 47,
+    "84": 17,
+    "99": 14,
+    "20": 52,
+    "108": 12,
+    "83": 17,
+    "70": 19,
+    "39": 32,
+    "3": 86,
+    "8": 71,
+    "25": 42,
+    "45": 30,
+    "44": 30,
+    "112": 11,
+    "27": 42,
+    "1": 126,
+    "97": 14,
+    "35": 35,
+    "5": 82,
+    "63": 21,
+    "9": 69,
+    "56": 25,
+    "17": 57,
+    "69": 19,
+    "115": 10,
+    "30": 38,
+    "46": 29,
+    "26": 42,
+    "102": 13,
+    "36": 35,
+    "13": 66,
+    "107": 12,
+    "114": 10,
+    "74": 19,
+    "76": 19,
+    "29": 38,
+    "106": 12,
+    "21": 51,
+    "72": 19,
+    "42": 31,
+    "6": 76,
+    "24": 46,
+    "113": 10,
+    "96": 14,
+    "50": 28,
+    "88": 16,
+    "89": 16,
+    "80": 18,
+    "51": 27,
+    "59": 23,
+    "7": 74,
+    "77": 18,
+    "86": 17,
+    "11": 67,
+    "68": 20,
+    "67": 20,
+    "71": 19,
+    "33": 37,
+    "90": 16,
+    "81": 18,
+    "28": 38,
+    "22": 49,
+    "4": 83,
+    "49": 28,
+    "78": 18,
+    "19": 53,
+    "31": 37,
+    "40": 32,
+    "60": 22,
+    "87": 16,
+    "79": 18,
+    "82": 18,
+    "73": 19,
+    "38": 32,
+    "43": 30,
+    "91": 15,
+    "100": 13,
+    "37": 35,
+    "101": 13,
+    "61": 22,
+    "66": 20,
+    "103": 13,
+    "47": 29,
+    "85": 17,
+    "65": 20,
+    "64": 20,
+    "57": 24,
+    "98": 14,
+    "110": 11,
+    "111": 11,
+    "92": 15,
+    "95": 14,
+    "93": 15,
+    "94": 15,
+    "116": 10
+  },
+  "topic_mapper": [
+    [
+      -1,
+      -1,
+      -1
+    ],
+    [
+      0,
+      0,
+      33
+    ],
+    [
+      1,
+      1,
+      7
+    ],
+    [
+      2,
+      2,
+      99
+    ],
+    [
+      3,
+      3,
+      55
+    ],
+    [
+      4,
+      4,
+      42
+    ],
+    [
+      5,
+      5,
+      22
+    ],
+    [
+      6,
+      6,
+      48
+    ],
+    [
+      7,
+      7,
+      97
+    ],
+    [
+      8,
+      8,
+      60
+    ],
+    [
+      9,
+      9,
+      70
+    ],
+    [
+      10,
+      10,
+      86
+    ],
+    [
+      11,
+      11,
+      59
+    ],
+    [
+      12,
+      12,
+      72
+    ],
+    [
+      13,
+      13,
+      116
+    ],
+    [
+      14,
+      14,
+      37
+    ],
+    [
+      15,
+      15,
+      34
+    ],
+    [
+      16,
+      16,
+      53
+    ],
+    [
+      17,
+      17,
+      30
+    ],
+    [
+      18,
+      18,
+      52
+    ],
+    [
+      19,
+      19,
+      21
+    ],
+    [
+      20,
+      20,
+      0
+    ],
+    [
+      21,
+      21,
+      4
+    ],
+    [
+      22,
+      22,
+      47
+    ],
+    [
+      23,
+      23,
+      27
+    ],
+    [
+      24,
+      24,
+      68
+    ],
+    [
+      25,
+      25,
+      44
+    ],
+    [
+      26,
+      26,
+      93
+    ],
+    [
+      27,
+      27,
+      28
+    ],
+    [
+      28,
+      28,
+      12
+    ],
+    [
+      29,
+      29,
+      54
+    ],
+    [
+      30,
+      30,
+      1
+    ],
+    [
+      31,
+      31,
+      57
+    ],
+    [
+      32,
+      32,
+      64
+    ],
+    [
+      33,
+      33,
+      40
+    ],
+    [
+      34,
+      34,
+      61
+    ],
+    [
+      35,
+      35,
+      82
+    ],
+    [
+      36,
+      36,
+      66
+    ],
+    [
+      37,
+      37,
+      101
+    ],
+    [
+      38,
+      38,
+      29
+    ],
+    [
+      39,
+      39,
+      74
+    ],
+    [
+      40,
+      40,
+      88
+    ],
+    [
+      41,
+      41,
+      63
+    ],
+    [
+      42,
+      42,
+      92
+    ],
+    [
+      43,
+      43,
+      81
+    ],
+    [
+      44,
+      44,
+      71
+    ],
+    [
+      45,
+      45,
+      103
+    ],
+    [
+      46,
+      46,
+      65
+    ],
+    [
+      47,
+      47,
+      58
+    ],
+    [
+      48,
+      48,
+      45
+    ],
+    [
+      49,
+      49,
+      85
+    ],
+    [
+      50,
+      50,
+      36
+    ],
+    [
+      51,
+      51,
+      25
+    ],
+    [
+      52,
+      52,
+      108
+    ],
+    [
+      53,
+      53,
+      31
+    ],
+    [
+      54,
+      54,
+      91
+    ],
+    [
+      55,
+      55,
+      15
+    ],
+    [
+      56,
+      56,
+      107
+    ],
+    [
+      57,
+      57,
+      18
+    ],
+    [
+      58,
+      58,
+      95
+    ],
+    [
+      59,
+      59,
+      79
+    ],
+    [
+      60,
+      60,
+      49
+    ],
+    [
+      61,
+      61,
+      13
+    ],
+    [
+      62,
+      62,
+      76
+    ],
+    [
+      63,
+      63,
+      43
+    ],
+    [
+      64,
+      64,
+      17
+    ],
+    [
+      65,
+      65,
+      24
+    ],
+    [
+      66,
+      66,
+      110
+    ],
+    [
+      67,
+      67,
+      100
+    ],
+    [
+      68,
+      68,
+      67
+    ],
+    [
+      69,
+      69,
+      19
+    ],
+    [
+      70,
+      70,
+      26
+    ],
+    [
+      71,
+      71,
+      106
+    ],
+    [
+      72,
+      72,
+      98
+    ],
+    [
+      73,
+      73,
+      23
+    ],
+    [
+      74,
+      74,
+      16
+    ],
+    [
+      75,
+      75,
+      50
+    ],
+    [
+      76,
+      76,
+      75
+    ],
+    [
+      77,
+      77,
+      78
+    ],
+    [
+      78,
+      78,
+      94
+    ],
+    [
+      79,
+      79,
+      96
+    ],
+    [
+      80,
+      80,
+      111
+    ],
+    [
+      81,
+      81,
+      20
+    ],
+    [
+      82,
+      82,
+      46
+    ],
+    [
+      83,
+      83,
+      51
+    ],
+    [
+      84,
+      84,
+      8
+    ],
+    [
+      85,
+      85,
+      6
+    ],
+    [
+      86,
+      86,
+      80
+    ],
+    [
+      87,
+      87,
+      2
+    ],
+    [
+      88,
+      88,
+      90
+    ],
+    [
+      89,
+      89,
+      10
+    ],
+    [
+      90,
+      90,
+      83
+    ],
+    [
+      91,
+      91,
+      109
+    ],
+    [
+      92,
+      92,
+      77
+    ],
+    [
+      93,
+      93,
+      105
+    ],
+    [
+      94,
+      94,
+      112
+    ],
+    [
+      95,
+      95,
+      11
+    ],
+    [
+      96,
+      96,
+      87
+    ],
+    [
+      97,
+      97,
+      9
+    ],
+    [
+      98,
+      98,
+      69
+    ],
+    [
+      99,
+      99,
+      84
+    ],
+    [
+      100,
+      100,
+      38
+    ],
+    [
+      101,
+      101,
+      104
+    ],
+    [
+      102,
+      102,
+      114
+    ],
+    [
+      103,
+      103,
+      32
+    ],
+    [
+      104,
+      104,
+      113
+    ],
+    [
+      105,
+      105,
+      56
+    ],
+    [
+      106,
+      106,
+      41
+    ],
+    [
+      107,
+      107,
+      62
+    ],
+    [
+      108,
+      108,
+      5
+    ],
+    [
+      109,
+      109,
+      35
+    ],
+    [
+      110,
+      110,
+      102
+    ],
+    [
+      111,
+      111,
+      89
+    ],
+    [
+      112,
+      112,
+      3
+    ],
+    [
+      113,
+      113,
+      73
+    ],
+    [
+      114,
+      114,
+      14
+    ],
+    [
+      115,
+      115,
+      39
+    ],
+    [
+      116,
+      116,
+      115
+    ]
+  ],
+  "topic_labels": {
+    "-1": "-1_Improvement of Transmission Line Fault Detection Using Drones",
+    "0": "0_Fusion Methods for 3D Point Cloud Mapping and Semantic Segmentation",
+    "1": "1_Advances in Hyperspectral Image Classification Using Deep Learning and Transformer-Based Models",
+    "2": "2_Development of Bio-Optical Models for Water Quality Monitoring in Inland Seas and Coastal Ocean Waters",
+    "3": "3_UAV-based Estimation of Crop Bio-Parameters and Yield Using Machine Learning and Regression Models",
+    "4": "4_Improving GNSS Positioning Accuracy and Convergence Time with BDS-3 and PPP-RTK",
+    "5": "5_Crop mapping using deep learning and satellite imagery for accurate temporal crop classification and mapping.",
+    "6": "6_Vegetation Dynamics and Climate Change in Different Regions",
+    "7": "7_Advanced Deep Learning Approaches for Remote Sensing Change Detection",
+    "8": "8_Landscape ecological risk assessment and land use patterns in Mongolian Plateau, Three Gorges Reservoir Area, and Liaoning Province",
+    "9": "9_Flood susceptibility modeling using machine learning and remote sensing data",
+    "10": "10_Mapping and Dynamics of Mangrove and Wetland Ecosystems",
+    "11": "11_Comparison of GNSS Radio Occultation Data Quality for Weather and Climate Applications",
+    "12": "12_Understanding urban development through nighttime light imagery",
+    "13": "13_Small Object Detection in Remote Sensing Images",
+    "14": "14_Individual Tree Segmentation in Forests Using Laser Scanning and Image-Based Features",
+    "15": "15_Temporal trends of SUHII and LST in urban areas of selected cities",
+    "16": "16_Forest Fire Monitoring and Detection Using Satellite Data",
+    "17": "17_Semantic Segmentation in Remote Sensing Images",
+    "18": "18_Evaluation of spatiotemporal fusion methods for land surface temperature data",
+    "19": "19_Advanced methods for synthetic aperture radar imaging in geosynchronous orbits",
+    "20": "20_Satellite-derived Bathymetry and Reef Mapping in Coastal Areas",
+    "21": "21_Evaluation of Precipitation Products and Methods for Improving Accuracy",
+    "22": "22_Integrating Remote Sensing and Proximal Sensing for Accurate Soil Organic Carbon (SOC) Mapping and Prediction",
+    "23": "23_Improving ET Estimation and Partitioning Using Machine Learning and Satellite Data",
+    "24": "24_Remote Sensing Scene Classification with Attention-Based Feature Fusion",
+    "25": "25_Advanced Deep Learning Methods for Building Extraction from Remote Sensing Images",
+    "26": "26_Ground Subsidence Monitoring Using InSAR in Various Regions of China",
+    "27": "27_Advanced Cloud Removal Methods in Remote Sensing Image Processing",
+    "28": "28_Infrared Small Target Detection Algorithms",
+    "29": "29_Aerosol Vertical Distribution and Radiative Effects in Different Regions",
+    "30": "30_Rock slope stability assessment using UAV photogrammetry and infrared thermography for high-resolution 3D modeling",
+    "31": "31_Lightweight SAR Ship Detection with Deep Learning and Multi-scale Feature Fusion",
+    "32": "32_Monitoring Sea Ice Changes in the Arctic and Antarctic Using Remote Sensing Techniques",
+    "33": "33_Lunar Crater Analysis and Exploration with Rover Data",
+    "34": "34_Earthquake anomalies and precursors detection using satellite data and ML techniques",
+    "35": "35_Remote Sensing for Assessing Plant Diversity and Invasive Species in Grasslands",
+    "36": "36_Calibration and Radiometric Analysis of Earth Observation Sensors",
+    "37": "37_Investigation of Ionospheric Effects During Geomagnetic Storms and Solar Eclipses",
+    "38": "38_Snow Cover Monitoring and Analysis Using Remote Sensing for Climate and Ecosystem Studies",
+    "39": "39_Canopy height mapping using GEDI, ICESat-2, and airborne LiDAR data",
+    "40": "40_Spatiotemporal Radar Data Analysis for Lightning Positioning and Weather Forecasting",
+    "41": "41_Detection and dynamics of mesoscale and submesoscale eddies in ocean currents",
+    "42": "42_Acoustic Methods for Seabed Mapping and Target Detection in Shallow Water",
+    "43": "43_Innovative Models for Landslide Susceptibility Analysis and Assessment",
+    "44": "44_Comparison of Real-Valued Representations for CNN-Based PolSAR Image Segmentation",
+    "45": "45_Landslide Monitoring and Detection Using InSAR Technology in Jinsha River Basin",
+    "46": "46_Understanding the dynamics of solar-induced chlorophyll fluorescence and its relationship to photosynthesis under varying environmental conditions",
+    "47": "47_Advancements in Super-Resolution Techniques for Remote Sensing Images",
+    "48": "48_Application of Remote Sensing Technology in Lithological Classification and Mineral Exploration",
+    "49": "49_Enhanced Object Detection and Tracking for UAV Applications",
+    "50": "50_Improving Satellite-Based Soil Moisture Data Accuracy and Applications",
+    "51": "51_Understanding Drought Propagation and Monitoring Using Multiple Indices",
+    "52": "52_Satellite Monitoring of Greenhouse Gas Emissions and Concentrations",
+    "53": "53_Seismic Deformation and Fault Slip Analysis of Recent Earthquakes",
+    "54": "54_Innovative Approaches for Urban Land-Use Mapping",
+    "55": "55_Satellite mission optimization with evolutionary algorithms",
+    "56": "56_Forest Disturbance Monitoring Using SAR and GLCM Features",
+    "57": "57_Hyperspectral Image Unmixing with Spatial-Spectral Optimization",
+    "58": "58_SAR Target Recognition with Limited Labeled Data",
+    "59": "59_Remote Sensing Image Registration and Matching Techniques",
+    "60": "60_Impact of Volcanic Eruptions on Ozone and Stratospheric Water Vapor",
+    "61": "61_Study on Diurnal and Microphysical Characteristics of Precipitation Events in Mountainous Regions",
+    "62": "62_Wave parameterization and assimilation using CFOSAT data",
+    "63": "63_Spatiotemporal PM2.5 Estimation in China",
+    "64": "64_Seismic Data Denoising with Deep Learning and Transformer Models",
+    "65": "65_Ground-Penetrating Radar (GPR) Applications in Subsurface Imaging and Detection",
+    "66": "66_High-resolution Gravity Field Modeling and Gravity Gradient Precision",
+    "67": "67_Advanced ISAR Imaging Techniques for Moving Targets",
+    "68": "68_Photon Noise Modeling and Signal Extraction for ICESat-2 LiDAR Applications",
+    "69": "69_Global Climate Change Impact on Lake Water Level Variations",
+    "70": "70_Cloud Detection Algorithms for Climate Monitoring",
+    "71": "71_Hyperspectral image fusion and super-resolution with attention-based network architectures",
+    "72": "72_Environmental impacts and monitoring of mining activities in various regions",
+    "73": "73_Detection of forest insect infestations using hyperspectral imaging and machine learning",
+    "74": "74_Advanced Road Extraction Methods Using Deep Learning for Remote Sensing Images",
+    "75": "75_Remote Sensing Soil Moisture Retrieval Using Multi-channel Algorithms",
+    "76": "76_Innovative Methods in Landslide Prediction and Detection",
+    "77": "77_Improving Hydrological Parameter Estimation Using GRACE Data",
+    "78": "78_Waveform optimization for integrated radar and communication systems",
+    "79": "79_Monitoring Surface Subsidence in Mining Areas using DS-InSAR Technology",
+    "80": "80_Monitoring seaweed biomass using remote sensing and UAV technology",
+    "81": "81_Pansharpening Techniques in Remote Sensing Image Processing",
+    "82": "82_Hyperspectral Anomaly Detection with Deep Learning-Based Methods",
+    "83": "83_Multi-Source TC Intensity Estimation Using Deep Learning",
+    "84": "84_Mapping Arctic Permafrost Degradation, Vegetation Changes, and Small Water Bodies using Remote Sensing and Deep Learning",
+    "85": "85_Innovative Approaches for Cadastral Boundary Extraction and Urban Green Space Segmentation",
+    "86": "86_SAR and Optical Image Fusion Methods for Multimodal Registration",
+    "87": "87_GNSS-R for Ocean Surface Wind Retrieval",
+    "88": "88_Trends in NO2 and SO2 Emissions and Pollution Control Efforts in Asian Regions",
+    "89": "89_Foliar Trait Estimation Using Leaf Spectroscopy and Radiative Transfer Models",
+    "90": "90_Improving Waterline Extraction and Coastline Prediction using Satellite Imagery in Coastal Environments",
+    "91": "91_Ship Detection in Remote Sensing Images",
+    "92": "92_Evaluation of Noise Removal Algorithms for Hyperspectral Imagery Data",
+    "93": "93_Synthetic Aperture Radar (SAR) Image Despeckling Using Deep Learning",
+    "94": "94_Advanced Techniques for Moving Target Detection and Coherent Integration in Radar Systems",
+    "95": "95_Deep Learning Hashing Methods for Remote Sensing Image Retrieval",
+    "96": "96_Innovations in Spatiotemporal Fusion Methods for Remote Sensing Image Enhancement",
+    "97": "97_Analysis of Urban Impervious Surface Dynamics Using Multi-Sensor Satellite Images and Machine Learning in China and Pakistan",
+    "98": "98_Advanced Methods in Soil Moisture Detection Using GNSS Reflectometry",
+    "99": "99_Multi-scale Weakly Supervised Building Change Detection via Remote Sensing Images",
+    "100": "100_Improving HFSWR Target Detection and Directional Estimation through Radar Calibration and Adaptive Algorithms",
+    "101": "101_Lidar systems for atmospheric monitoring",
+    "102": "102_Advanced Models for Crop Yield Prediction",
+    "103": "103_Advanced Methods in Electromagnetic Inversion for Subsurface Mapping",
+    "104": "104_Glacier Dynamics and Climate Change in the Kunlun Mountains",
+    "105": "105_Advanced Techniques for Marine Oil Spill Detection",
+    "106": "106_Advanced InSAR Processing Techniques for Deformation Monitoring",
+    "107": "107_Advanced Methods for Estimating Shortwave Radiation Components",
+    "108": "108_Building Height Estimation in Urban Areas Using Remote Sensing Data",
+    "109": "109_Satellite-Based LAI Retrieval Methods and Transfer Learning",
+    "110": "110_Advanced Recognition Methods for Signal Modulation and Jamming Signals",
+    "111": "111_Predictive Modeling of Sea Surface Temperature (SST) Using Advanced Neural Networks",
+    "112": "112_Characteristics of Internal Solitary Waves in the Andaman Sea and Arabian Sea Identified via SAR and Optical Observations",
+    "113": "113_Machine learning classification of ice surface conditions and supraglacial lakes across Northern Hemisphere and Greenland",
+    "114": "114_Sea Level Rise and Altimetry Analysis around Taiwan",
+    "115": "115_Mapping Tree Species Using Sentinel Imagery",
+    "116": "116_Remote Sensing-Based Extraction of Rooftop Photovoltaic Panels"
+  },
+  "custom_labels": null,
+  "_outliers": 1,
+  "topic_aspects": {}
+}