Mapping Mountain Permafrost via GPR-Augmented Machine Learning in the Northeastern QinghaiTibet Plateau
2025
Xiao, Yao, Liu, Guangyue, Hu, Guojie, Zou, Defu, Li, Ren, Du, Erji, Wu, Tonghua, Wu, Xiaodong, Zhao, Guohui, Zhao, Yonghua, Zhao, Lin
Land Surface Temperature , Emissivity
Maritime continent aerosols reinforce the MJO propagation barrier under El Nino conditions
2025
Ma, Meiqiutong, Li, Tim, Hsu, Pang-chi, Zhu, Yan, Guo, Dong
Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature
Mapping residual malaria transmission in Vietnam
2025
McPhail, Michael A., Gelaw, Yalemzewod Assefa, Nguyen, Xuan Thang, Oo, Win Han, Fowkes, Freya J.I., Ngo, Duc Thang, Nguyen, Thi Hong Phuc, Symons, Tasmin L., Weiss, Dan J., Gething, Peter W.
Land Surface Temperature , Emissivity
Long-term changes in the thermodynamic structure of the lowermost stratosphere inferred from reanalysis data
2025
Weyland, Franziska, Hoor, Peter, Kunkel, Daniel, Birner, Thomas, Ploger, Felix, Turhal, Katharina
Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES, Fire Ecology, Biomass Burning, Wildfires , Burned Area, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance
Individual particle compositions and aerosol mixing states at different
2025
Adachi, Kouji, Yoshida, Atsushi, Mori, Tatsuhiro, Moteki, Nobuhiro, Ohata, Sho, Kita, Kazuyuki, Kawai, Yoshimi, Koike, Makoto
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Integrating Remote Sensing and machine learning for dynamic burn probability mapping in data-limited contexts
2025
Diaz-Vazquez, Diego, Casillas-Garcia, Luis Fernando, Garcia- Gonzalez, Alejandro, Graf Montero, Sergio Humberto, Marquez Rubio, Jose Isaac, Llamas Llamas, Juan Jose, Gradilla Hernandez, Misael Sebastian
Reflectance , Land Surface Temperature , Emissivity
Integrating SatelliteBased and Participatory Spatial Analyses for Local, Contextualised, and Nuanced Extreme Heat Hotspot Mapping in Overheated Urban Southeast Asia
2025
Delina, Laurence L., Pagkalinawan, Homer, Macagba, Sharon Feliza Ann
Land Surface Temperature , Emissivity
Linking burn severity to pre-fire forest structure and weather on the
2025
Estabrook, Thomas, Fried, Jeremy, Xi, Weimin, Su, Haibin, Zhang, Jianwei
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Linking declared and undeclared water demands with climate variability to assess the sustainability of the Aculeo Lagoon in Central Chile
2025
Alaniz, Alberto J., Pantoja, Matias, Vergara, Pablo M., Hidalgo-Corrotea, Claudia, Barrios-Saravia, Alexis, Valdes-Pineda, Rodrigo, Garcia-Chevesich, Pablo, Borquez, Cristian, Garate-Lagos, Jeremy
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff
Linking groundwater variability to ecosystem carbon and water use
2025
Chakraborty, Abhishek, Sekhar, M., Bhanja, Soumendra N., Rao, Lakshminarayana
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, 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
Linking hydrological connectivity and waterbirds habitat suitability in floodplain Wetlands: Implications for wetland management
2025
Teng, Jiakun, Zhu, Yukou, Duan, Houlang, Yu, Xiubo, Xia, Shaoxia, Wang, Ran, Yang, Hui
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Leveraging Earth observation satellites for emergency response: Hotspot detection, burned area tracking, and beyond
2025
Sanchez-Jimenez, David, Andres-Anaya, Paula, Cifuentes, David, Charco-Toboso, Juan Ramon, Guerrero-Sevilla, Diego, Yali-Samaniego, Roy, Laguela, Susana, Gonzalez-Aguilera, Diego
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Latin Hypercube Sampling improves estimation of the GEDI-based forest canopy height: a case study in Jiangxi Province, China
2025
Shu, Yanming, Zhang, Shaoyu, Luo, Yichen, Yu, Jun, Chen, Jin, Qi, Shuhua, Ge, Yong
Land Surface Temperature , Emissivity
Latitudinal and Seasonal Asymmetry in Land Surface Temperature Responses
2025
Cheng, Yongming, An, Qiang, Liu, Liu, Zhang, Yuxiang, Li, Hao, Liu, Xingcai, Huang, Guanhua
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification , Albedo , Anisotropy, Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Light use efficiency (LUE) based bimonthly gross primary productivity (GPP) for global grasslands at 30 m spatial resolution (20002022)
2025
Isik, Mustafa Serkan, Parente, Leandro, Consoli, Davide, Sloat, Lindsey, Mesquita, Vinicius Vieira, Ferreira, Laerte Guimaraes, Sabbatini, Simone, Stanimirova, Radost, Teles, Nathalia Monteiro, Robinson, Nathaniel, Costa Junior, Ciniro, Hengl, Tomislav
Land Surface Temperature , Emissivity
Lightning-ignited wildfire prediction in the boreal forest of northeast
2025
Gao, Cong, Shi, Chunming, Li, Jinbao, Li, Junran, Zhang, Xu, Huang, Xinyan, Shi, Fangzhong, Yang, Jing, Bai, Ye, Liu, Xiaodong
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 , Ground Water , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Local drivers of Rift Valley fever outbreaks in Mauritania: A one health approach combining ecological, vector, host and livestock movement data
2025
Barry, Yahya, Metz, Markus, Krisztian, Lina, Haas, Julia, Brunn, Victoria-Leandra, Beyit, Abdellahi Diambar, El Bara, Ahmed, El Mamy Beyat, Ahmed Bezeid, Habiboulah, Habiboulah, Neteler, Markus, Cetre-Sossah, Catherine, Arsevska, Elena
Reflectance , Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Local hourly trends in near-surface and land surface temperatures
2025
Safieddine, Sarah, Clerbaux, Cathy, Munoz-Sabater, Joaquin, Thepaut, Jean-Noel
Emissivity, Land Surface Temperature
Long-term development of lava dome morphology and thermal energy release in the crater of Mount St. Helens, Washington (USA)
2025
Sobolewski, Linda, Stenner, Christian, Florea, Lee J., McWethy, Guy, Gomez-Patron, Andrea I., Zorn, Edgar U., Ionescu, Artur, Cartaya, Eduardo, Pflitsch, Andreas
Land Surface Temperature , Sea Surface Temperature
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)
Machine-learning-based spatial analysis of the spring states in the
2025
Ishikawa, Mamoru, Okazaki, Azumi, Dashtseren, Avirmed, Temuujin, Khurelbaatar, Hiyama, Tetsuya
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
Mapping 1-km soybean yield across China from 2001 to 2020 based on ensemble learning
2025
Zhang, Min, Xu, Xinlei, Ou, Junji, Zhang, Zengguang, Chen, Fangzheng, Shi, Lijie, Wang, Bin, Zhang, Meiqin, He, Liang, Zhang, Xueliang, Chen, Yong, Hu, Kelin, Feng, Puyu
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Photosynthesis, Primary Production, Vegetation Productivity
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 growth and production of latewood intra-annual density fluctuations due to drought-triggered forest die-off
2025
Camarero, J. Julio, Colangelo, Michele, Gazol, Antonio, Gonzalez de Andres, Ester, Valeriano, Cristina
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff
Long-term trends and chemometric analysis of atmospheric air quality matrices in Nigeria (20032023) using NASA GIOVANNI satellite data
2025
Omokpariola, Daniel Omeodisemi, Nduka, John Kanayochukwu, Anagboso, Martin Osita, Omokpariola, Patrick Leonard
Absorption, Radiative Forcing, Atmospheric Carbon Dioxide, Tropopause, Surface Pressure, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature , Skin Temperature, Carbon Monoxide , Geopotential Height, Humidity , Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone, Sulfur Dioxide , Carbon And Hydrocarbon Compounds, Nitrogen Dioxide , Aerosol Optical Depth/Thickness , Atmospheric Ozone, Reflectance , Aerosol Extinction, Aerosol Optical Depth/Thickness , Aerosol Optical Depth/Thickness