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
Large trees and artificial substrates support Asian stingless bee communities across green space habitats in urban environments
2025
Wayo, Kanuengnit, Nguyen, Tuan Ngoc, Piraonapicha, Kanyakorn, Nilsai, Areeruk, Bumrungsri, Sara, Sritongchuay, Tuanjit
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Linking wildlife conservation with Nature's Contributions to People: The
2025
Dobelmann, Svenja, Thiel, Michael, Kleemann, Janina
Photosynthesis, Primary Production, Vegetation Productivity
Livestock production losses attributable to brucellosis in northern and
2025
Mendes, Angelo J. F., Haydon, Daniel T., de Glanville, William A., Bodenham, Rebecca F., Lukambagire, AbdulHamid S., Johnson, Paul C. D., Shirima, Gabriel M., Cleaveland, Sarah, McIntosh, Emma, Hanley, Nick, Halliday, Jo E. B.
Land Use/Land Cover Classification
Local and downwind precipitation has been boosted by evapotranspiration change-induced moisture recycling in the Chinese Loess Plateau
2025
Gao, Chao, Fu, Jinxia, Han, Zhiming, Ji, Wangjia, Zhao, Liu, Wei, Xiaohua, Li, Zhi
Photosynthesis, Primary Production, Vegetation Productivity, 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)
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)
Machine LearningBased Estimation of ClearSky Direct Aerosol Radiative Forcing Using Multisensor Satellite Observations
2025
Zhang, Lu, Li, Jing, Dong, Yueming, Ying, Tong, Zhang, Zhenyu, Liu, Guanyu, Zhang, Chongzhao
Aerosol Extinction, Aerosol Optical Depth/Thickness , Aerosol Optical Depth/Thickness , Aerosol Optical Depth/Thickness , 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, Cloud Top 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, Albedo , Anisotropy, 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
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
Mapping drought patterns using Geospatial Techniques, in the highlands of Ethiopia
2025
Tela, Yonas Tesfay, Tariq, Aqil
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping the Potential Risk of Coronavirus Spillovers in a Global Hotspot
2025
Lapuz, R. Sedricke, Chornelia, Ada, Hughes, Alice C.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping the spatio-temporal distribution of burned areas in the Amazon
2025
Abid, Mohamed, Gonzalez, Jonatan A., de Rivera, Oscar Rodriguez, Moraga, Paula
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Land Use/Land Cover Classification , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , Burned Area, Emissivity
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 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
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
Mapping accumulated carbon storage of global mangroves from 2000 to 2020 at a 1 km resolution
2025
Wang, Moran, Zhang, Tianyuan, Xie, Yongjuan, Zhang, Zhiqiang, Wu, Xudong
Biomass, Forests, Grasslands, Alpine/Tundra, Estuary, Normalized Difference Vegetation Index (NDVI), Coastal, Soil Organic Carbon (SOC), Land Use/Land Cover
Mapping anthropogenic pressure in the Brahmani-Baitarani River Basin: a PCA-based approach
2025
Mohanty, Dibya Jyoti, Rout, Jajnaseni
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping Boro Rice Cultivation in Bangladesh Using Multi-Temporal MODIS Data and Phenological Approach
2025
Rahman, Md. Mizanur, Tripathi, Nitin Kumar, Mozumder, Chitrini, Kongwarakom, Siwat, Virdis, Salvatore Gonario Pasquale
Reflectance
Large Eddy Simulation of Shallow Cumulus Clouds in the Southern Great
2025
Gristey, Jake J., Feingold, Graham, Angevine, Wayne M., Chen, YaoSheng
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Large-scale diurnal responses of solar-induced chlorophyll fluorescence
2025
Zhao, Dayang, Zhang, Zhaoying, Zhang, Yongguang
Land Use/Land Cover Classification , Reflectance , Anisotropy, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Plant Phenology, Enhanced Vegetation Index (EVI)
Large-scale evaluation of WRF-chem model and dry deposition schemes
2025
Silva, Rui, Carvalho, Ana Cristina, Carvalho, David, Rocha, Alfredo
Aerosols , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke , Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), Aerosol Backscatter, Aerosol Radiance, Cloud Condensation Nuclei, Nitrate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance
Large-scale ice-shelf calving events follow prolonged amplifications in flexure
2025
Teder, Nathan J., Bennetts, Luke G., Reid, Phillip A., Massom, Robert A., Pitt, Jordan P. A., Scambos, Theodore A., Fraser, Alexander D.
Basins, Coastline, Grounding Line, Ice Shelves
LargeScale Environmental Drivers of Kelp Biofouling Based on Literature Data
2025
Delannoy, Victoria, AlgueroMuniz, Maria, Christoforou, Eleni, Haddou, Yacob, Macphee, Annabell, McEachnie, Keri, Orr, Kyla, Spatharis, Sofie
Sea Surface Temperature
Machine learning approaches for clear-sky Land Surface Albedo (LSA) retrieval using OCM-3 data over diverse Indian landscapes
2025
KURESHI, ALIYA M., PATHAK, VISHAL N., KARDANI, DISHA B., DAVE, JALPESH A., SHAH, DHIRAJ B., TURAKHIA, TEJAS P., GUJRATI, ASHWIN, PANDYA, MEHUL R., TRIVEDI, HIMANSHU J.
Aerosol Optical Depth/Thickness , Albedo , Anisotropy