Making earth observations model-friendly: An interoperable tool enabling
2025
Wang, Linji, Rajib, Adnan, Merwade, Venkatesh
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration , Latent Heat Flux, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Malaria risk assessment in Indonesia: a machine and deep learning
2025
Sakti, Anjar Dimara, Mahdani, Jasmine Nur, Muhammad, Hubbi Nashrullah, Sihotang, Elstri, Santoso, Cokro, Khairunnisah, Fauziyyah, Afina Nur, Rinawan, Fedri Ruluwedrata, Supardi, Khairunnisa, Caraka, Rezzy Eko, Wikantika, Ketut
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Evapotranspiration , Latent Heat Flux
Mangroves and their services are at risk from tropical cyclones and sea level rise under climate change
2025
Hulsen, Sarah, Dee, Laura E., Kropf, Chahan M., Meiler, Simona, Bresch, David N.
Coastal, Biomass, Wetlands , Canopy Characteristics
Machine Learning and Multisensor Data Fusion for Forest above Ground Biomass Estimation in Arkansas
2025
Saim, Abdullah Al, Aly, Mohamed H.
Terrestrial Ecosystems , Biomass, LIDAR WAVEFORM
Machine Learning for Predicting Spatially Variable Lateral Hydraulic
2025
Ali, Awad M., Imhoff, Ruben O., Weerts, Albrecht H.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Machine Learning Insights for Fire Impacts on Snow Disappearance Predictability in Northern California
2025
Mohanty, Yashnil, Abolafia-Rosenzweig, Ronnie, He, Cenlin, McGrath, Daniel
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation , Snow Melt , Snow Melt
Machine learning-based quantification and separation of emissions and meteorological effects on PM2. 5 in Greater Bangkok
2025
Aman, Nishit, Panyametheekul, Sirima, Pawarmart, Ittipol, Xian, Di, Gao, Ling, Tian, Lin, Manomaiphiboon, Kasemsan, Wang, Yangjun
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine Learning-Based Spatiotemporal Analysis for Landslide Susceptibility Mapping in the Hindu Kush Himalayan Region
2025
Guria, Rajkumar, Mishra, Manoranjan, Roy, Sujit Kumar, da Silva, Richarde Marques, Mishra, Minati, de Oliveira, Gabriel, Santos, Celso Augusto Guimaraes
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine learning-based winter wheat yield prediction using multisource
2025
Khosravani Shariati, Seyed Arash, Abbasi, Ali
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 , Reflectance , Anisotropy, Emissivity, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Magnitude, drivers, and patterns of gross primary productivity of rice
2025
Mahbub, Riasad Bin, Reba, Michele L., Runkle, Benjamin R.K.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation , Reflectance
Low-Rank Gap Filling and Downscaling for SMAP Soil Moisture Datasets
2025
Beale, Kevin, Bras, Rafael L., Romberg, Justin
Brightness Temperature, Surface Soil Moisture, Land Use/Land Cover Classification , Soil Classification, Soil Moisture/Water Content , Soil Temperature, Vegetation Water Content, SIGMA NAUGHT, Soil Bulk Density, Soil Moisture/Water Content , Soil Temperature, Soil Texture, Soil Texture, Land Surface Temperature , Precipitation Indices, Soil Moisture, Soil Temperature, Precipitation Amount
Lower carbon uptake rates resulting from converting wooded Cerrado to
2025
Zhao, Yuqing, Holl, David, Anache, Jamil A.A., Kobayashi, Alex N.A., Wendland, Edson
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping large-scale pantropical forest canopy height by integrating GEDI
2025
Qi, Wenlu, Armston, John, Choi, Changhyun, Stovall, Atticus, Saarela, Svetlana, Pardini, Matteo, Fatoyinbo, Lola, Papathanassiou, Konstantinos, Pascual, Adrian, Dubayah, Ralph
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Digital Elevation/Terrain Model (DEM) , LIDAR WAVEFORM, Terrestrial Ecosystems , Biomass, Glacier Elevation/Ice Sheet Elevation, Sea Ice Elevation, Terrain Elevation
Mapping mangrove deforestation and blue carbon loss in global supply chains between 2000 and 2019
2025
Ge, Naishun, Xin, Yu, Tian, Peipei, Yu, Yang, Zhang, Zengkai, Zhong, Honglin, Feng, Kuishuang
Coastal, Biomass, Wetlands , Canopy Characteristics, Vegetation Cover, Estuary, Erosion, Normalized Difference Vegetation Index (NDVI), Erosion, Land Resources, Mangroves, Anthropogenic/Human Influenced Ecosystems
Mapping mesoscale soil moisture using a model-data fusion approach
2025
Peraza, Joaquin, Rossini, Pedro R., Patrignani, Andres
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping Multidimensional Poverty: The Case of Cambodia
2025
Acosta, Karina
Land Use/Land Cover , Anthropogenic/Human Influenced Ecosystems , Sustainability
Lack of evidence for alternative stable states in Northern Hemisphere
2025
Schild, Laura, Hebert, Raphael, Herzschuh, Ulrike, Laepple, Thomas
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Lagged precipitation effects on plant production across terrestrial biomes
2025
He, Lei, Wang, Jian, Peltier, Drew M. P., Ritter, Francois, Ciais, Philippe, Penuelas, Josep, Xiao, Jingfeng, Crowther, Thomas W., Li, Xing, Ye, Jian-Sheng, Sasaki, Takehiro, Zhou, Chenghu, Li, Zhao-Liang
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Vegetation Index
Lagged Soil Moisture Controls on the Persistence of Drought and
2025
Tripathy, Kumar P., Mishra, Ashok K., Kumar, Sujay V., Miralles, Diego G.
Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff
Land change, fire, and climate weaken carbon sink in the conterminous United States
2025
Liu, Jinxun, Sleeter, Benjamin M., Zhu, Zhiliang, Cochrane, Mark A., Zhou, Qiang, Wang, Bin, Domke, Grant M., Selmants, Paul C., Windham-Myers, Lisamarie, Zhu, Qiuan, Wilson, Tamara S., Byrd, Kristin B., Ward, Eric J., Sohl, Terry L., Hawbaker, Todd J., Zhang, Zhen, Soulard, Christopher E., Wickland, Kimberly P., Striegl, Robert G.
Biomass, Forests, Grasslands, Alpine/Tundra, Litter Characteristics, Carbon
Land Cover Changes Redistribute China's Water Resources Through
2025
An, Qiang, Liu, Liu, Staal, Arie, Yang, Kun, Cheng, Yongming, Liu, Jing, Huang, Guanhua
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 , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI)
Land cover classification for Siberia leveraging diverse global land cover datasets
2025
Beak, Munseon, Ichii, Kazuhito, Yamamoto, Yuhei, Wang, Ruci, Zhang, Beichen, Sharma, Ram C., Hiyama, Tetsuya
Crop/Plant Yields, Landscape Patterns, Cropland
Land quality degradation exacerbates the impact of drought on vegetation in Northeast China
2025
Gao, Shenghang, Huang, Shengzhi, Guo, Hui, Yan, Haokui, Zhang, Lin, Li, Yifei, Guo, Wenwen, Zhu, Xueying, Ling, Hongbo, Ma, Ling, Tao, Wanghai, Leng, Guoyong, Huang, Qiang
Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Land Snow Surface Temperature Estimation Using an Optimized Near Real-Time Passive Microwave Algorithm
2025
Li, Qinghuan, Kelly, Richard, Leppanen, Leena
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Modeling sparse Rift Valley fever incidence data: a Bayesian perspective on zero-inflated self-exciting and autoregressive models
2025
Angelakis, Alexandros, Nyawanda, Bryan O., Vounatsou, Penelope
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity