Anatomy of a foreseeable disaster: Lessons from the 2023 dam-breaching flood in Derna, Libya
2025
Armon, Moshe, Shmilovitz, Yuval, Dente, Elad
Reforestation, Terrestrial Ecosystems , Permafrost , Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Growth/Melt , Ice Roughness, Ice Temperature, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Reflectance , Sea Ice Motion , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice, Snow Cover , Landslides , Aeolian Landforms , Coastal Landforms , Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms , Land Use/Land Cover Classification , Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation , Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Roughness, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Sea Ice Motion , Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes , Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice
Are locally trained allometric functions of forest aboveground biomass
2025
Hartweg, Benedikt, Schulz, Leonard, Huth, Andreas, Papathanassiou, Konstantinos, Lehnert, Lukas W.
Forest Composition/Vegetation Structure, Vegetation Species, Land Use/Land Cover Classification
Area of land degradation in arid regions from 2000 to 2023
2025
KIMURA, Reiji, MORIYAMA, Masao
Land Use/Land Cover Classification , Reflectance , Emissivity, Land Surface Temperature
Artificial light at night outweighs temperature in lengthening urban growing seasons
2025
Wang, Lvlv, Meng, Lin, Richardson, Andrew D., Holker, Franz, Li, Huidong, Mao, Jiafu, Longcore, Travis, Xia, Jun, She, Dunxian
Land Use/Land Cover Classification
Applications of Machine Learning and Artificial Intelligence in
2025
Hickman, Sebastian H. M., Kelp, Makoto M., Griffiths, Paul T., Doerksen, Kelsey, Miyazaki, Kazuyuki, Pennington, Elyse A., Koren, Gerbrand, Iglesias-Suarez, Fernando, Schultz, Martin G., Chang, Kai-Lan, Cooper, Owen R., Archibald, Alex, Sommariva, Roberto, Carlson, David, Wang, Hantao, West, J. Jason, Liu, Zhenze
Population Size, Land Use/Land Cover Classification
Applicability of a Sine-Random Forest Hybrid Method for meteorological
2025
Zhang, Siyao, Li, Jianzhu, Zhang, Ting, Tian, Jiyang, Feng, Ping
Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Surface Pressure, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Snow, Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification
MERRA-2 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXFLX) MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.1 (GLDAS_NOAH025_3H) MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V061 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V006 GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.0 (GLDAS_NOAH025_3H)
Bias Corrections for Species- and Source-Resolved PM2.5 Chemical Transport Model Simulations Using a Geographically Weighted Regression
2025
Skyllakou, Ksakousti, Hernandez, Carlos S., Garcia Rivera, Pablo, Dinkelacker, Brian, Marshall, Julian D., Pope, C.Arden, Robinson, Allen L., Pandis, Spyros N., Adams, Peter J.
Land Use/Land Cover Classification
Assessment of future photovoltaic power potential across the
2025
Duan, Meixia, Gao, Miaoni, Li, Han, Kundzewicz, Zbigniew W., Jiang, Han, Jiang, Tong
Agricultural Lands, Forests, Land Resources, Vegetation Cover, Land Use Classes
Assessment of global land cover changes using satellite data:
2025
Chen, Shuo, Zhuang, Qianlai, Taheripour, Farzad, Yuan, Ye, Benavidez, Lauren
Land Use/Land Cover Classification
Assessment of land surface vulnerability using time-series geospatial
2025
Yuan, Bo, Guo, Shanchuan, Mu, Haowei, Pan, Xiaoquan, Li, Chunqiang, Xia, Zilong, Zhang, Xingang, Du, Peijun
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Biome-Specific Responses of GOSIF Gross Primary Productivity to
2025
Gu, Xingli, Zhou, Lei, Liang, Qin'ou, Xu, Enxiang, Chi, Yonggang
Air Temperature, Evapotranspiration , Rain , Soil Moisture/Water Content , Total Runoff, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Plant Phenology, Enhanced Vegetation Index (EVI)
Bilateral coupling relationships between vegetation NDVI and multi-depth soil moisture in the Mongolian Plateau
2025
Zhang, Shubo, Tong, Siqin, Ren, Jinyuan, Bao, Gang, Huang, Xiaojun, Bao, Yuhai, Altantuya, Dorjsuren
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Biodiversity benefits of China's 20-year efforts in forest restoration
2025
Wang, Bin, Wen, Zhixin, Que, Pinjia, Zhang, Taxing, He, Xingcheng, Yang, Nan, Zhong, Xue, Xu, Yu
Land Use/Land Cover Classification , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
Biodiversity regulates the asymmetric influence of forest cover gain and loss on land surface temperature
2025
Liao, Ziyin, Zhang, Chaoqun, Wang, Yixiao, Wu, Jianping, Yan, Wenting, Su, Yongxian
Land Use/Land Cover Classification , Emissivity, Land Surface Temperature
Biodiversity risk assessment and management for infrastructure projects
2025
Xiao, Huiyun, Li, Sheng, Kang, Aili, Corlett, Richard T., Ma, Keping, Shen, Xiaoli
Land Use/Land Cover Classification
Attributing the divergent changes of drought from humid to dry regions across China
2025
Feng, Yao, Sun, Fubao, Deng, Xiaoya
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Aura Ozone Monitoring Instrument (OMI) Collection 4 Formaldehyde
2025
Ayazpour, Zolal, Gonzalez Abad, Gonzalo, Nowlan, Caroline R., Sun, Kang, Kwon, HyeongAhn, Chan Miller, Christopher, Chong, Heesung, Wang, Huiqun, Liu, Xiong, Chance, Kelly, OSullivan, Ewan, Zhu, Lei, Vigouroux, Corinne, De Smedt, Isabelle, Stremme, Wolfgang, Hannigan, James W., Notholt, Justus, Sun, Xiaoyu, Palm, Mathias, Petri, Cristof, Strong, Kimberly, Rohling, Amelie N., Mahieu, Emmanuel, Smale, Dan, Te, Yao, Morino, Isamu, Murata, Isao, Nagahama, Tomoo, Kivi, Rigel, Makarova, Maria, Jones, Nicholas, Sussmann, Ralf, Zhou, Minqiang
Cloud Fraction, Cloud Top Pressure, Albedo , Anisotropy, Reflectance , Formaldehyde, Carbon And Hydrocarbon Compounds, ULTRAVIOLET RADIANCE, Solar Irradiance, Geopotential Height, Altitude, Surface Temperature , Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Land Use/Land Cover Classification
Benchmarking transferable evapotranspiration against physical models: Uncertainty analysis of machine learning quasi-observation across Central Asias plant functional types and climate zones
2025
Ochege, Friday Uchenna, Yuan, Xiuliang, Tabari, Hossein, Hamdi, Rafiq, Luo, Geping
Land Use/Land Cover Classification
AutoMergeNet: AutoML-Based M-Source Satellite Data Fusion Evaluated With
2025
Wasala, Julia, Maasakkers, Joannes D., Schuit, Berend J., Leguijt, Gijs, Aben, Ilse, Schneider, Rochelle, Hoos, Holger, Baratchi, Mitra
Land Use/Land Cover Classification
Background Wind Speeds Outweigh Urban Heat Islands in Downwind
2025
Ding, Mingze, Zheng, XiaoTong, Li, Dan, Sun, Ting
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 , Land Use/Land Cover Classification , Precipitation , Precipitation Amount
Assessing conditions to scale up private investment in forest restoration
2025
Vincent, Jeffrey, Aga, Yoshihiko, Boscolo, Marco, Chang, Kaichao, Cheng, Zhuo, Dilger, John, Guerrero Machado, Daniel, Herrera, Diego, Kaczan, David, McMahon, Andrea, Rambaud, Pierrick, Spirovska Kono, Marija, Tenneson, Karis, Van Rijn, Mathieu, Walji, Khalil, Yi, Yuanyuan, Finegold, Yelena
Land Use/Land Cover , Surface Water, Water Resources
Assessing economic impacts of future GLOFs in Nepal's Everest region under different SSP scenarios using three-dimensional simulations
2025
Furian, Wilhelm, Sauter, Tobias
Sea Level Rise , Reforestation, Terrestrial Ecosystems , Permafrost , Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Growth/Melt , Ice Roughness, Ice Temperature, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Reflectance , Sea Ice Motion , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice, Snow Cover , Landslides , Aeolian Landforms , Coastal Landforms , Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms , Land Use/Land Cover Classification , Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation , Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Roughness, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Sea Ice Motion , Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes , Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice
Assessing the SMAP Level-4 Carbon Product over the Arctic and Subarctic Zones
2025
Madelon, Remi, Kimball, John S., Endsley, K. Arthur, De Lannoy, Gabrielle J. M., Sonnentag, Oliver, Alcock, Haley, Detto, Matteo, Virkkala, Anna M., Rogers, Brendan M., Watts, Jennifer D., Mavrovic, Alex, Williamson, Scott N., Humphreys, Elyn, Colliander, Andreas, Mialon, Arnaud, Roy, Alexandre
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Assessing the utility of machine learning for predicting food sufficiency: a case study in Malawi
2025
Tomes, Andrew, Gholami, Shahrzad, Alia, Didier, Hennessy, Conor, Xu, Dafeng, Bitz, Cecilia, Dodhia, Rahul, Lavista Ferres, Juan, Anderson, C. Leigh
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Assessing Surface Water Dynamics of Wetlands in Reclaimed Mining Areas
2025
Biederstadt, Erik, Samavati, Faramarz F., Porter, Hannah, Gillis, Elizabeth, Ciborowski, Jan J. H.
Land Use/Land Cover Classification , Dominant Species