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 10 m High-precision Canopy Height Product for Nanping City, Fujian Province, China
2026
Yi, Ling, Yao, Xiaojing, Yang, Aixia, Zhang, Liqiang, Wang, Dacheng, Jiao, Yue, Chen, Yaoliang, Liu, Shufu, Chen, Gang, Liu, Yalan
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
A comprehensive database of thawing permafrost locations across Alaska: version 2.0. 0
2026
Webb, Hailey, Pierce, Ethan, Abbott, Benjamin W., Bowden, William B., Chen, Yaping, Chen, Yating, Douglas, Thomas A., Eklof, Joel F., Euskirchen, Eugenie S., Langer, Moritz, Myers-Smith, Isla H., Overeem, Irina, Strauss, Jens, Walter Anthony, Katey, Wang, Kang, Whitley, Matthew A., Turetsky, Merritt R.
Permafrost , Vegetation Cover, Digital Elevation/Terrain Model (DEM) , Permafrost
A digital twin-driven computation and analysis framework for low-altitude airspace
2026
He, Zhenghan, Zhang, Weibin, Du, Peng, Liu, Zhiyong
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
A coupled surface water-groundwater multi-objective optimization
2026
Chen, Danhong, Zeng, Xiankui, Gui, Dongwei, Wang, Dong, Wu, Jichun
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
A high-resolution near-surface meteorological forcing dataset for arid Xinjiang (3DVAR-MF-XJ)
2026
Xu, Yang, Zhang, Liang, Wang, Hui, Ning, Dongge, Bai, Mengxin, Cong, Xueping, Hao, Zhixin
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Land Use/Land Cover Classification
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
Before and after the 2015 disaster: Development trajectories in the Himalayan riskscape of Langtang from 1949 to 2025
2026
Klaus, Alexander, Schmidt, Susanne, Florchinger, Verena, Lama, Temba, Nusser, Marcus
Digital Elevation/Terrain Model (DEM)
Camera trap-based spatial patterns and drivers of mammal taxonomic, functional, and phylogenetic diversity in Mainland China
2026
Liu, Junjie, Kang, Yilong, Jiang, Aiwu
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Comprehensive uncrewed aerial system data for Amazon rainforest at Tiputini Biodiversity Station, Ecuador
2026
Jung, Minyoung, Chang, Anjin, Cannon, Charles H., Rivas-Torres, Gonzalo, Jung, Jinha
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
Comparative analysis of slope and grid units for co-seismic landslide susceptibility mapping using machine learning methods
2026
Bhattarai, Tulasi Ram, Bhandary, Netra Prakash
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Characterizing effects of tree mortality from wildfire and bark beetles
2026
Kunik, Lewis, Bowling, David R., Raczka, Brett, Hicke, Jeffrey A., Frankenberg, Christian, Cheng, Rui, Slaton, Michele R., Lin, John C.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Land Surface Temperature , Emissivity, Land Use/Land Cover Classification , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Reflectance , Anisotropy, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
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
Assessment of spaceborne and airborne lidar metrics using Fay-Herriot
2026
Gonzalez Mesquida, Bernardo, Pascual, Adrian, Rodriguez-Puerta, Francisco, Guerra-Hernandez, Juan, Perroy, Ryan L., Garcia-Gomez, Rodrigo, Mauro, Francisco
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation
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)
Climate change intensifies global threats posed by the invasive Asian tiger mosquito Aedes albopictus in the 21st century
2026
Petrosyan, Varos, Krivosheina, Marina, Dergunova, Natalia, Osipov, Fedor
RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Population Density
Climate Change Sensitivity and Regional Differences of the Upper Limit of Montane Deciduous BroadLeaved Forests Across the Northern Hemisphere
2026
Li, Youheng, Han, Fang, Li, Chuanrong, Li, Kun, Li, Xiaoyong, Lv, Yan, Xu, Xiaolong, Zhao, Junxin, Lei, Ziqiang
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Contrasting thermophilization among forests, grasslands and alpine summits
2026
Yue, Kai, Vangansbeke, Pieter, Myers-Smith, Isla H., Waller, Donald M., Verheyen, Kris, Bernhardt-Romermann, Markus, Baeten, Lander, Staude, Ingmar R., Bjorkman, Anne D., Hedl, Radim, Andrews, Christopher, Barni, Elena, Becker, Thomas, Becker-Scarpitta, Antoine, Benito-Alonso, Jose-Luis, Bennie, Jonathan, Berki, Imre, Bluml, Volker, Brunet, Jorg, Bullock, James M., Van Calster, Hans, Carbognani, Michele, Chudomelova, Marketa, Closset-Kopp, Deborah, Dan Turtureanu, Pavel, Daskalova, Gergana N., Decocq, Guillaume, Dick, Jan, Diekmann, Martin, Dirnbock, Thomas, Durak, Tomasz, Eriksson, Ove, Erschbamer, Brigitta, Graae, Bente Jessen, Heinken, Thilo, Hermy, Martin, Horchler, Peter, Jandt, Ute, Jaroszewicz, Bogdan, Kanka, Robert, Kollar, Jozef, Kopecky, Martin, Kudernatsch, Thomas, Lamprecht, Andrea, Lenoir, Jonathan, Macek, Martin, Malicki, Marek, Malis, Frantisek, Michelsen, Ottar, Mitchell, Fraser, Naaf, Tobias, Nagel, Thomas A., Newman, Miles, Newton, Adrian C., Nicklas, Lena, Oddi, Ludovica, Orczewska, Anna, Orsenigo, Simone, Ortmann-Ajkai, Adrienne, Ouden, Jan den, Pauli, Harald, Peterken, George, Petrik, Petr, Pielech, Remigiusz, Puscas, Mihai, Randin, Christophe, Reczynska, Kamila, Rixen, Christian, Schei, Fride Histad, Schmidt, Wolfgang, Sebesta, Jan, Stachurska-Swakon, Alina, Standovar, Tibor, Swierkosz, Krzysztof, Teleki, Balazs, Theurillat, Jean-Paul, Ursu, Tudor-Mihai, Vanneste, Thomas, Vellend, Mark, Vergeer, Philippine, Vild, Ondrej, Villar, Luis, Vittoz, Pascal, Winkler, Manuela, Wipf, Sonja, Wu, Fuzhong, Zhang, Shengmin, De Frenne, Pieter
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Delta-X: An airborne remote sensing framework to calibrate hydrodynamic
2026
Simard, Marc, Jones, Cathleen E., Twilley, Robert R., Castaneda-Moya, Edward, Fagherazzi, Sergio, Fichot, Cedric G., Lamb, Michael P., Passalacqua, Paola, Pavelsky, Tamlin M., Thompson, David R., Belhadj-aissa, Saoussen, Biswas, Pradipta, Christensen, Alexandra, Cortese, Luca, Denbina, Michael, Donatelli, Carmine, Flores, Sarah, Fontenot, Andy, Harringmeyer, Joshua P., Jensen, Daniel, Mallard, John, Nghiem, Justin, Oliver-Cabrera, Talib, Payandeh, Ali Reza, Rovai, Andre S., Solohin, Elena, Soloy, Antoine, Varugu, Bhuvan, Wang, Dongchen, Wright, Kyle, Zhang, Xiaohe, Zheng, Yang
Hydroperiod, Inundation, Water Channels, Surface Water Processes/Measurements, Estuary, Water Depth, Coastal Bathymetry, Wetlands , Deltas, RIVERS/STREAMS, Digital Elevation/Terrain Model (DEM) , Coastal Elevation, Wetlands , Stage Height, Salt Marsh, Coastal, Biomass, Wetlands , Forests, Suspended Solids, Terrain Elevation , Primary Production, Vegetation Species, Plant Characteristics, Sedimentation , Accretion, Isotopic Age, Soil Horizons/Profile, Infrared Radiance, Sedimentation , Sediments, VIEWING GEOMETRY, Vegetation Cover, Geolocation, Visible Radiance, Sediment Transport, Sediment Transport, Attenuation/Transmission, Vegetation Fraction, Sea Level Changes , REFLECTED INFRARED, VISIBLE IMAGERY, Reflectance , Isotopes, Nutrients , Nutrient Cycling, Isotope Ratios, Sediment Transport, Sediment Transport, Nitrogen, Organic Matter, Soil Bulk Density, Carbon , Potassium, Nitrogen, Dominant Species, Discharge/Flow , Soil Rooting Depth, Salinity , Sediment Composition, Organic Matter, Solids, Surface Water Chemistry, Soil Organic Carbon (SOC), Sedimentation , Water Depth, Water Characteristics, Turbidity, Water Temperature , Chlorophyll Concentrations, Sedimentation
Delta-X: Delft3D FM, Weighted Mean Hydroperiod, MRD, Louisiana, USA Delta-X: Sonar Bathymetry Survey of Channels, MRD, Louisiana, 2021 Pre-Delta-X: Channel Bathymetry of the Atchafalaya Basin, LA, USA, 2016 Delta-X: Digital Elevation Model, MRD, LA, USA, 2021 Delta-X: UAVSAR L3 Water Level Changes, MRD, Louisiana, 2021 Delta-X: Aboveground Biomass and Necromass across Wetlands, MRD, Louisiana, 2021, V2 Delta-X AVIRIS-NG and UAVSAR L3 Derived Forest Aboveground Biomass, MRD, LA Delta-X: Total Suspended Solids Concentration across MRD, LA, USA, 2021, Version 2 Delta-X: UAVSAR L1 Single Look Complex (SLC) Stack Products, MRD, Louisiana, 2021 Delta-X: AirSWOT Level 1B Interferogram Products in Radar Coordinates, 2021 Delta-X: AVIRIS-NG L3 Derived Herbaceous Aboveground Biomass, MRD, Louisiana, USA, V3 Delta-X: UAVSAR L3 Gridded Open Water Channels, MRD, LA, USA, 2021, V2 Delta-X: Aboveground Vegetation Structure, Herbaceous Wetlands, MRD, LA, USA, V2 Delta-X: Soil Accretion Rates from Cs-137 Activity and NUMAR Validation, MRD, LA Delta-X: AVIRIS-NG L1B Spectral Radiance Products, MRD, Louisiana, 2021 Delta-X: Delft3D Broad-Scale Sediment Model, Terrebonne Basin, MRD, Louisiana, USA Pre-Delta-X: UAVSAR-derived Water Level Change Maps, Atchafalaya Basin, LA, USA, 2016 Delta-X: In situ Beam Attenuation and Particle Size from LISST-200X, 2021 Delta-X: AVIRIS-NG L2B Derived Fractional Cover, MRD, LA, USA, 2021 Delta-X: UAVSAR L2 Interferometric Products, MRD, Louisiana, 2021 Delta-X: AVIRIS-NG L2 Surface Reflectance, MRD Louisiana, 2021 Delta-X: Root Stable Isotopes from Herbaceous Wetlands, MRD, LA, USA, August 2021 Delta-X: NUMAR Predictive Model for Marsh Accretion Rates and Chemical Properties Delta-X: Matlab Model for Wax Lake Delta Land Accretion Delta-X: Delft3D Sediment Model, Site 421, Terrebonne Basin, MRD, Louisiana, USA Delta-X: Soil Properties for Herbaceous Wetlands, MRD, Louisiana, 2021, V3 Delta-X: Foliar Stable Isotopes, MRD, LA, USA, 2021 Delta-X: Acoustic Doppler Current Profiler Channel Surveys, MRD, Louisiana, 2021, V2 Delta-X: Ecogeomorphic Cell Products across the MRD, LA, USA, 2021 Delta-X: UAVSAR L1B Interferometric Products, MRD, Louisiana, 2021 Delta-X: Belowground Biomass and Necromass across Wetlands, MRD, LA, USA, 2021, V2 Delta-X: Delft3D FM, Weighted Mean Salinity, MRD, Louisiana, USA Delta-X: Delft3D Broad-Scale Sediment Model, Atchafalaya Basin, MRD, Louisiana, USA Delta-X: Particulate Organic Carbon Concentration from Water Samples, MRD, LA, 2021 Delta-X: Feldspar Sediment Accretion Measurements, MRD, LA, USA, 2019-2023, Version 4 Delta-X: Delft3D FM, Extended Domain Hydrodynamic Model Delta-X: In-situ Water Surface Elevation, MRD, Louisiana, USA, 2021 Delta-X: In Situ Water Quality Indicators across MRD, LA, USA, 2021, Version 2 Delta-X: NUMAR Soil Accretion Modeled to 2100, MRD, Louisiana, USA
Differential MountainBuilding in the South Tian Shan Revealed by MultiSpatiotemporal Foreland Deformation
2026
Li, Feng, Shi, Xuhua, Charreau, Julien, Chen, Hanlin, Lave, Jerome, Cheng, Xiaogan, Ge, Jin, Blard, PierreHenri, Yang, Rong, Large, Etienne, Zimmermann, Catherine, Protin, Marie
Digital Elevation/Terrain Model (DEM)
Decadal Erosion Rates and Sediment Buffering Identified Through Enhanced
2026
Kumar, Gopal, Chan, YuChang, Sun, ChengWei, Chen, ChihTung
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Ecological legacies of pre-Columbian settlements evident in palm
2026
Fajardo, Sebastian, Mohammadi, Sina, Gregorio de Souza, Jonas, Ardila, Cesar, Tapscott, Alan, Heidgen, Shaddai, Mayorga Hernandez, Maria Isabel, Mota de Oliveira, Sylvia, Montejo, Fernando, Moderato, Marco, Peripato, Vinicius, Puche, Katy, Reina, Carlos, Vargas, Juan Carlos, Takes, Frank W., Madella, Marco
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Effect of Climatic Aridity on Above-Ground Biomass, Modulated by Forest Fragmentation and Biodiversity in Ghana
2026
Njomaba, Elisha, Aikins, Ben Emunah, Surovy, Peter
Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Lidar, Topography , Vegetation Height
Dynamics of oases in East Asia in the 21st century: Insights from China
2026
Zhu, Huixin, Li, Junran, Xiao, Huijie, Pan, Qidi, Xin, Zhiming, Wang, Shuai
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), RADAR IMAGERY