Prediction to Prevention: Comparative Machine Learning Models for Early Intervention of Dactyloctenium radulans in Australia
2026
Asaduzzaman, Md, Mandal, Mohammad Shamim Hasan, Koetz, Eric, Rahman, Azizur, Masum, Sheikh Muhammad
Land Use/Land Cover Classification
Probabilistic Seismic Hazard Analysis based on Microtremor Data: A Site Effect Study for Earthquake Disaster Mitigation at Malang Regency, Indonesia
2026
Ilham, Susilo, Adi, Juwono, Alamsyah M., Sukanta, I.Nyoman, Amaninida, Haura Dhiya, Ginting, Rika Adelina, Zarkoni, Ahmad, Bery, Andy Anderson, Hasan, Muhammad Fathur Rouf
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
Minimal impact of recent decline in C4 vegetation abundance on atmospheric carbon isotopic composition
2026
Lavergne, Alienor, Harrison, Sandy P., Atsawawaranunt, Kamolphat, Dong, Ning, Prentice, Iain Colin
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance , Landscape Patterns
Optimizing Soil Moisture-Runoff Coupling Strength With Remotely Sensed
2026
Feng, Huihui, Zhou, Jianhong, Wu, Zhiyong, Dong, Jianzhi, Brocca, Luca, Zhao, Long, He, Hai, Fan, Hui
Carbon , Cation Exchange Capacity, Organic Matter, Land Use/Land Cover Classification , Surface Soil Moisture
Origins of precipitation in the world's water towers
2026
Zhang, Bomei, Gao, Hongkai, WangErlandsson, Lan, Li, Yan
Land Use/Land Cover Classification
Modeling forest bird distributions with bioclimatic, forest composition, and GEDI fusion forest structure variables: the importance of ecoregional perspectives
2026
Elliott, Lisa H, Vogeler, Jody C, Holbrook, Joseph D, Barry, Brent R, Vierling, Kerri T
Land Use/Land Cover Classification
Multi-scale greening dynamics in Turkiye's Ecoregions (20012024): the effects of elevation and land cover on NDVI change tendencies
2026
Isk, Fatih, Eraslan, Selim
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Multi-scale snow depth mapping in Interior Alaska using remote sensing
2026
Brodylo, David, Douglas, Thomas A., Vas, Dragos A., Zhang, Caiyun
Land Use/Land Cover Classification , Forests, Vegetation Cover, Alpine/Tundra, Reflectance , Dominant Species, Snow Depth
Multi-Sensor Airborne Remote Sensing for Calibrating Hydrodynamic and
2026
Payandeh, Ali Reza, Simard, Marc, Jones, Cathleen E., Christensen, Alexandra, Jensen, Daniel, Denbina, Michael, OliverCabrera, Talib
Deltas, Digital Elevation/Terrain Model (DEM) , Coastal Elevation, Surface Water Processes/Measurements, Land Use/Land Cover Classification , Vegetation Cover, Wetlands , Stage Height, Inundation, Rivers/Stream, Estuary, Salt Marsh, Coastal, Salinity , Water Depth, Water Depth, Hydroperiod, Turbidity, Suspended Solids, Sediments
Delta-X: Digital Elevation Model, MRD, LA, USA, 2021 Delta-X: In-situ Water Surface Elevation, MRD, Louisiana, USA, 2021 Delta-X AVIRIS-NG L3 Derived Vegetation Types, MRD, Louisiana, USA Delta-X: UAVSAR L3 Water Level Changes, MRD, Louisiana, 2021 Delta-X: Delft3D FM, Extended Domain Hydrodynamic Model Delta-X: Delft3D FM, Weighted Mean Hydroperiod, MRD, Louisiana, USA Delta-X: Delft3D FM, Weighted Mean Salinity, MRD, Louisiana, USA Delta-X: AVIRIS-NG L3-derived Water Quality, TSS, and Turbidity, MRD, V3
Monitoring Changes in Landsat Thermal Features in Urban and Non-Urban
2026
Shi, Hua, Barber, Christopher P., Sayler, Kristi L., Smith, Kelcy, Hussain, Reza
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Crop/Plant Yields, Land Use Classes, Landscape Patterns, Surface Radiative Properties
Multi-layer model requires accurate information of vertical structure to
2026
Xie, Jiangliu, Yin, Gaofei, Lin, Shangrong, Xin, Xiaozhou, Zhang, Hu, Liu, Xinjie, Liu, Qinhuo, Verger, Aleixandre, Descals, Adria, Filella, Iolanda, Penuelas, Josep
Land Use/Land Cover Classification
Nonlinear drivers of canopy and surface urban heat islands across China's climate zones: marginal and interaction effects from explainable machine learning
2026
Wen, Cong, Mamtimin, Ali, Wang, Haitao, Wang, Yu, Liu, Haotong, Sayit, Hajigul, Song, Meiqi, Gao, Jiacheng, Aihaiti, Ailiyaer, Wulayin, Yisilamu, Yang, Fan, Zhou, Chenglong, Huo, Wen
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Nonlinear ElevationDependent Controls on Drought Responses of Vegetation Net Primary Production in the Central Himalayas
2026
Wu, Jiujiang, Yang, Yanqing, Zhao, Junli, Ding, Tao, Zhao, Wei
Vegetation Index, Normalized Difference Vegetation Index (NDVI), Land Use/Land Cover Classification
Nonlinear impacts of urban size and vegetation cover on global surface
2026
Jiang, Song, Zhao, Yongling, Zhao, Lei, Strebel, Dominik, Derome, Dominique, Urge-Vorsatz, Diana, Carmeliet, Jan, Peng, Jian
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Normalized difference vegetation index maps of pure pixels over China for estimation of fractional vegetation cover
2026
Zhao, Tian, Song, Wanjuan, Mu, Xihan, Xie, Yun, Wang, Yuanyuan, Ren, Hangqi, Xie, Donghui, Yan, Guangjian
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Niche modelling reveals conservation challenges and priorities for the threatened Pampas Meadowlark in South American agroecosystems
2026
Alvarez, A. G., La Sala, L. F., Cozzani, N. C., Tizon, F. R., Zalba, S. M.
Land Use/Land Cover Classification
Observed declining strength of vegetation-atmosphere coupling
2026
Li, Shijie, Wang, Guojie, Sun, Shanlei, Chen, Zefeng, Mura, Matteo, Lu, Jiao, Liu, Qi, Li, Ji, Hagan, Daniel Fiifi Tawia, Garcia-Garcia, Almudena, Peng, Jian
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance , Land Use Classes, Albedo
Observed sensitivity of evapotranspiration to tropical tree cover change
2026
Liu, Xiaoye, Luo, Shuxin, Zhang, Meng, Xie, Shudi, Qin, Yingzuo, Ye, Jianhuai, Guo, Zhilin, Shen, Huizhong, Zeng, Zhenzhong
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
Protected areas influence fire regimes globally
2026
Cardil, A., Rodrigues, M., Ascoli, D., Ortega, M., Quinones, T., Erdozain, M., Oliveras Menor, I., Spadoni, G.L., Ramirez, J., Molina, J.R., Mouillot, F., Silva, C.A., Mohan, M., Martinez-Bentue, C., de-Miguel, S.
Land Use/Land Cover Classification
Quantification of the cascading tipping probability from the AMOC to the
2026
Jacques-Dumas, Valerian, Dijkstra, Henk A.
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Projected impacts of climate change on malaria in Africa
2026
Symons, Tasmin L., Moran, Alexander, Balzarolo, Ann, Vargas, Camilo, Robertson, Mairi, Lubinda, Jailos, Saddler, Adam, McPhail, Michael, Harris, Joseph, Rozier, Jennifer, Browne, Annie, Amratia, Punam, Bertozzi-Villa, Amelia, Bhatt, Samir, Cameron, Ewan, Golding, Nick, Smith, David L., Noor, Abdisalan M., Rumisha, Susan F., Palmer, Matthew D., Weiss, Daniel J., Desai, Naomi, Potere, David, Sukitsch, Nicholas, Woods, Wendy, Gething, Peter W.
Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Quantifying the dampening effect of soil moisture on drought propagation in northern ecosystems
2026
Li, Yifei, Huang, Shengzhi, Chen, Deliang, Li, Jianfeng, Leng, Guoyong, Huang, Qiang, Wang, Zhixia, Peng, Jian
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Quantifying glacier and snow shrinkage: future water stress in Northern Tien Shan, Central Asia
2026
Zhao, Qiudong, Ding, Yongjian, Jin, Zizhen, Qin, Yan, He, Rui, Shangguan, Donghui, Zhang, Shiqiang, Chang, Yaping, Han, Haidong
Land Use/Land Cover Classification
Quantifying the impact of vegetation on carbon monoxide reduction using multi-source remote sensing in China
2026
Yao, Jiaqi, Wei, Jing, Liu, Tong, Cao, Yongqiang, Zhai, Haoran, Gong, Haiying, Liu, Zihua, Xu, Nan, Lu, Hui
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, Land Use/Land Cover Classification
Quantifying the past and future hydrological consequences of climate
2026
Parhoun, Yazdan, Banihashemi, Mohammad Ali, Nasseri, Mohsen
Land Use/Land Cover Classification