A geophysical investigation of the Roter Kamm impact crater, Namibia
2026
Nienhaus, Hannah, Yogeshwar, Pritam, Morbe, Wiebke, Tezkan, Bulent, Liu, Yajun, Lushetile, Bufelo, Melles, Martin
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
A 1-km resolution dataset of affordability-constrained accessibility to elderly care facilities in China
2026
Wang, Xiao, Xu, Quanli, Wang, Yu, Wu, Fengzhi
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A 30 m Multi-Year Dataset of Major Crop Distributions in Xinjiang, China (20132024) Based on Harmonized LandsatSentinel-2 Data
2026
Liang, Qixiang, Di, Yanfeng, Hao, Xingming, Zhang, Jingjing, Ci, Mengtao, Sun, Fun, Wang, Chuan, Fan, Xue, Guo, Xinran
Reflectance , Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
A machine learning-based wildfire susceptibility mapping framework for
2026
Yan, Kaida, Zhao, Fengjun, Shu, Lifu, Liu, Yongqiang, Wang, Mingyu, Si, Liqing, Li, Weike, Li, Xiaoxiao, Zhang, Shiyuan, Li, Siwei, Wang, Jinglu
Photosynthesis, Primary Production, Vegetation Productivity, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
A hybrid machine learning model for flood prediction with recursive feature elimination informed by training performance
2026
Gong, Liying, Woo, Wai Lok, Wu, Yue Ivan, Zheng, Xiujuan
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Total Surface Precipitation Rate
A Hybrid Physics-Guided Machine Learning for Soil Moisture Monitoring and Drought Assessment From CYGNSS in Complex Terrain
2026
Rhadiouini, Charafa El, Jin, Shuanggen, Yeboah, Emmanuel, Sarfo, Isaac, Okrah, Abraham
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) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity
A Novel Deep Learning Framework combining optical-SAR Data to Generate Gap-Free 20 M LAI Time Series for Crop Monitoring
2026
Li, Juan, Ienco, Dino, Gaetano, Raffaele, Ciotola, Matteo, Mateo-Herrera, Blanca, Xiao, Zhiqiang, Weiss, Marie
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Anthropogenic impacts on aggrevating fluvial hazards: a Case of nagavali river basin, india
2026
Bandyopadhyay, Shreya, Goswami, Suparna, Ghosh, Parthasarathi, Sen, Subhajit, De, Sunil Kumar
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Advanced GIS-Based RUSLE Modeling for Soil Erosion Estimation in the Toplica River Basin, Serbia
2026
orevic, Milan, okic, Mran, Manic, Milos, Veskovic, Jelena, Dragovic, Ranko, Smiciklas, Ivana, Dragovic, Snezana, Onjia, Antonije
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
An assessment of aerial firefighting response times between agencies during the 2020 fire season in California
2026
Magstadt, Shayne, Belval, Erin J., Pietruszka, Bradley M., Wei, Yu, O'Connor, Christopher D.
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
An automatic, rapid and continuous impervious surface mapping framework based on historical land cover datasets
2026
Sun, Lingyu, Wu, Chen, Zhang, Liangpei, Guo, Haonan
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Assessing the geothermal prospect of the West Coast Geothermal Province
2026
Dudhate, Amar Prakashrao, Ray, Labani, Kurakalva, Rama Mohan, Chopra, Nishu, Maurya, Ved Prakash, Podugu, Nagaraju
RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
CADF-Net: A Conflict-Aware Adaptive Distillation Network for Fusing Multi-Source Land-Cover Products for Key Vegetation Classes in Cross-Border Regions
2026
Zhang, Yubo, Fu, Long, Li, Zehong, Yang, Yuanyuan, Chen, Hongbing, Zhang, Shuwen
Land Use/Land Cover Classification , Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Canada1Water Digital Terrain Model with Bathymetry dataset
2026
Kessel, Eric D., Frey, Steve K., Russell, Hazen A.J.
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Baseline maps of US mature and old-growth forests for conservation and management
2026
Bruening, Jamis M, May, Paul B, Dubayah, Ralph O, Wertis, Luke, Quinn, Colin, Pederson, Neil, Armstrong, Amanda H, Poulter, Ben
RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Biomass, Forest Composition/Vegetation Structure, Forests
Climate, carbon, and soil stability: a key link in coffee-growing landscapes of the Peruvian Amazon
2026
Romero-Chavez, Lorena Estefani, Hermoza Ayme, Nilton A., Chuchon-Remon, Rodolfo, Aldava-Pardave, Uriel, Arroyo-Isuiza, Rosa K., Solorzano Acosta, Richard, Vallejos-Torres, Geomar
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Hybrid MCDMIsolation Forest approach for spatiotemporal landslide mapping
2026
Jiang, Bingqi, Wang, Shouwu, Han, Chunhua, Meng, Jingkai, Wang, Lida
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Land Use/Land Cover Classification
Integrated hydrogeodynamic analysis for sustainable development along
2026
Shawky, Zeinab A., Khalil, Amin Esmail, Arafa-Hamed, Tark, Tharwat, Rasha, Basheer, Alhussein Adham
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Integrating and diversity in conservation planning
2026
Liang, Siqi P., Li, Binbin V., Huang, Ryan M., Pimm, Stuart L.
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Linking scale-dependent ecosystem service interactions with driver-based zoning strategies: A case study of the Songnen Plain
2026
Yu, Sisi, Huang, Jiacheng, Cai, Shangshu, Ju, Hongrun, Jiang, Aihui, Chen, Jianchao, Jin, Kun
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Leveraging sUAS-Sentinel-2 synergy for cross-scale mapping of canopy
2026
Kolluru, Venkatesh, John, Ranjeet, Chen, Jiquan, Henebry, Geoffrey M., Xiao, Jingfeng, Shinde, Rajat, Kussainova, Maira, Ganzorig, Ulgiichimeg
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Machine learning-based high resolution spatial economic modeling of biomass energy potential in Southeast Asia
2026
Sakti, Anjar Dimara, Prakoso, Tirto, Santoso, Cokro, Milliandza, Juan Andrean, Putra Garniwa, Pranda Mulya, Susantoro, Tri Muji, Wikantika, Ketut, Harto, Agung Budi
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Mapping and modelling land degradation vulnerability in a semi-arid
2026
Klc, Mirac
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Last Interglacial shoreline successions in southeastern Australia: A
2026
Flament, Nicolas, Murray-Wallace, Colin V.
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Land Surface Temperature Shows Negligible Difference Between Inside and
2026
Duan, Chunhui, Han, Cunbo, Hu, Wei, Liu, Jiawei, Ma, Yaoming
Albedo , Anisotropy, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps