TorchGeo: Deep Learning With Geospatial Data
2025
Stewart, Adam J., Robinson, Caleb, Corley, Isaac A., Ortiz, Anthony, Lavista Ferres, Juan M., Banerjee, Arindam
Coastal, Biomass, Wetlands , Canopy Characteristics
Phenology-Optimized Drought Index Reveals the Spatio-Temporal Patterns of Vegetation Health and Its Attribution on the Loess Plateau
2025
Yue, Zichen, Zhong, Shaobo, Wang, Wenhui, Mei, Xin, Huang, Yunxin
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Land Surface Temperature , Emissivity, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Predicting Persistent Forest Fire Refugia Using Machine Learning Models
2025
Christ, Sven, Kraaij, Tineke, Geldenhuys, Coert J., de Klerk, Helen M.
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Precipitation prediction over the upper Indus Basin from large-scale circulation patterns using Gaussian processes
2025
Tazi, Kenza, Orr, Andrew, Hosking, J. Scott, Turner, Richard E.
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Pervasive aquatic vegetation organic carbon losses in China's lakes
2025
Cao, Zhen, Lai, Lai, Zhang, Yuchao, Chen, Xi, Yang, Qiduo, Wu, Shuimu, Jiang, Fahui
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Peri-urban lake ecosystem governance: a systematic inquiry of actor-resource relationships in the peri-urban region of Ahmedabad, India
2025
Anand, Akshay, Reckien, Diana, Zeng, Yijian, Pfeffer, Karin
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Permanence risks limit blue carbon financing strategies to safeguard Southeast Asian mangroves
2025
Kwan, Valerie, Friess, Daniel A., Sarira, Tasya Vadya, Zeng, Yiwen
Coastal, Biomass, Wetlands , Canopy Characteristics
Observed decoupling of vegetation greenness and productivity despite regional coupling patterns across the Tibetan Plateau
2025
Lv, Jinxia, Zhao, Wenwu
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity, RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Observing Cities as a Complex System
2025
Holovatch, Yurij
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Occurrence and origin of thallium in mineral and thermal waters from the northern Upper Rhine Graben and adjacent regions, Germany
2025
Wittig, Senta, Schaffer, Rafael, Kirnbauer, Thomas, Bockstiegel, Matthias, Michelsen, Nils, Philipp, Sven, Schmidt, Stefanie, Weinbruch, Stephan
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Prediction of Net Longwave Radiation and Turbulent Fluxes Using Remote-Sensing-Derived Net Shortwave Radiation for Different Land Cover Types
2025
Wang, Jingwen, Lu, Lei, Zhou, Xiaoming, Huang, Guanghui, Chen, Zihan
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Reflectance , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Vegetation greening accelerates soil warming and drying in the southern
2025
Li, Ning, Wang, Di
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation
Urban poor are the most endangered by socio-natural hazards, but not exclusively: the 2025 Granizal Landslide case
2025
Ozturk, Ugur, Braun, Anika, Gomez-Zapata, Juan Camilo, Aristizabal, Edier
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Urban-rural patterns and driving factors of particulate matter pollution
2025
Song, Zhihao, Chen, Bin
Population Size, Land Use/Land Cover Classification , RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM)
Rapid crustal transit of magmas beneath the Main Ethiopian Rift
2025
Wong, Kevin, Morgan, Daniel, Ferguson, David, Edmonds, Marie, Tadesse, Amdemichael Zafu, Murphy Quinlan, Maeve, Yirgu, Gezahegn, Wright, Tim
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Rainfall microphysical characteristics observed in the Jakarta flood events
2025
Renggono, Findy, Lestari, Sopia, Belgaman, Halda Aditya, Syahdiza, Rahmawati, Dewi, Saraswati, Mori, Shuichi, Riawan, Edi, Mulyana, Erwin, Syamsudin, Fadli, Sulistyowati, Reni, Nurdiansyah, Nurdiansyah, Budianto, Bregas, Harsoyo, Budi, Argo, Henrikus Jatining Wahyu
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Rainfed wheat extent (2020/21) across Ethiopia's complex and highly fragmented agricultural smallholder landscape
2025
Blasch, Gerald, Lesne, Louise, Wolter, Jolan, Alemayehu, Yoseph, Bontemps, Sophie, Hodson, David P., Defourny, Pierre
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Quantifying the time-varying period and time lag features of groundwater
2025
Yin, Xiaoran, Shu, Longcang, Wang, Zhe, Li, Yuxi, Zhou, Long, Lv, Chao, Li, Shuang, Liu, Bo, Lu, Chengpeng
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain, Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Precipitation , Precipitation Amount
Quantifying the Relationships Between Dynamics and Rainfall Intensity
2025
DeHart, Jennifer C., Bell, Michael M.
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Quantifying Elevation Changes Under Engineering Measures Using
2025
Zhou, Songhe, Zhu, Qiuyue, Li, Sijin
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Refining landsat-based annual NDVImax estimation using shape
2025
Zhang, Lihao, Shen, Miaogen, Liu, Licong, Chen, Xuehong, Cao, Ruyin, Dong, Qi, Chen, Yang, Chen, Jin
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Regional-scale flood mapping using naive Bayes and remote sensing:
2025
Kuchinski, Vinicius, Cauduro Dias de Paiva, Rodrigo
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Reconstruction of Effective Cross-Sections from DEMs and Water Surface
2025
Rezende, Isadora, Fatras, Christophe, Oubanas, Hind, Gejadze, Igor, Malaterre, Pierre-Olivier, Pena-Luque, Santiago, Domeneghetti, Alessio
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Crustal-Scale Duplex Development During Accretion of the Jiuxi Foreland
2024
Wang, Yiran, Oskin, Michael E., Li, Youli, Hu, Xiu, Lei, Jinghao, Liu, Fei
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Critical slowing down of the Amazon forest after increased drought occurrence
2024
Van Passel, Johanna, Bernardino, Paulo N., Lhermitte, Stef, Rius, Bianca F., Hirota, Marina, Conradi, Timo, de Keersmaecker, Wanda, Van Meerbeek, Koenraad, Somers, Ben
RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Reflectance , Anisotropy, Albedo , Burned Area