Deep learning calibration model for PurpleAir PM2.5 measurements:
2025
Ghahremanloo, Masoud, Choi, Yunsoo, Momeni, Mahmoudreza
Population Density, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Deep Soil Water Reservoirs Modulate Land Use and Drought Effects on the Water Budget of Amazon Headwaters
2025
Atwood, Abra, Coe, Michael T., Neill, Christopher, MaracahipesSantos, Leonardo, Brando, Paulo, Riskin, Shelby H., Castanho, Andrea, Deegan, Linda, Silveiro, Antonio Carlos, Macedo, Marcia N.
Evapotranspiration , Latent Heat Flux
Deep transfer learning for spatiotemporal mapping of PM2.5 nitrate
2025
Zheng, Xi, Meng, Haiyan, Zhao, Zixiang, Liu, Xinyi, Zhou, Li, Grieneisen, Michael L., Zhang, Han, Zhan, Yu, Yang, Fumo
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) , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
DeepAir: Deep learning and satellite imagery to estimate high-resolution PM2. 5 at scale
2025
Guo, Wenxuan, Hu, Zhaoping, Jin, Ling, Xu, Yanyan, Gonzalez, Marta C
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fossil Fuel Burning, Atmospheric Carbon Dioxide
Declines in greater bilby (<i> Macrotis</i><i> lagotis)</i> geographic
2025
Geyle, Hayley M., Young, Alys R., Murphy, Brett P., Dickman, Chris R., Schlesinger, Christine, Dixon, Kelly M., Moore, Harry, Legge, Sarah, Silcock, Jennifer, Indigo, Naomi, Dziminski, Martin, Greatwich, Bruce, Newsome, Thomas M., Paltridge, Rachel, Southgate, Rick, Arkinstall, Cassandra, Bradley, Kevin, Central Land Council Rangers, Jackett, Nigel, Kanyirninpa Jukurrpa Rangers, Karajarri Rangers, Kiwirrkurra Rangers, Kimberley Land Council Land and Sea Management Unit, Moore, Danae, Ngurrara Rangers, Parna Ngururrpa Aboriginal Corporation, Nyangumarta Rangers, Nyikina Mangala Rangers, Skroblin, Anja, Southwell, Darren M., Tait, Laurie, Webeck, Kim, Wiluna Martu Rangers, Yawuru Country Managers, Banks, Sam
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Declining frequency yet increasing intensity of crop waterlogging events
2025
Deng, Chaozhong, Xiong, Qinxue, Harrison, Matthew Tom, Xu, Fuli, Xiang, Qian, Li, Liman, Liu, Ke
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Declining Groundwater Storage in the Indus Basin Revealed Using GRACE
2025
Dharpure, Jaydeo K., Howat, Ian M., Kaushik, Saurabh
Population Density, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Declining net carbon sequestration of west-central Indian ecosystem in
2025
Ravi, Aparnna, Pillai, Dhanyalekshmi, Deshpande, Monish Vijay
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Declining Outdoor Recreation and Increased Use of Fitness Centers Among Norwegian Adolescents, 20102019
2025
Liland, Solveig Sandaker, Ulset, Vidar Sandsaunet
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Decoding the spatiotemporal complexities of the permafrost carbon feedback with multimodal ensemble learning
2025
Gay, B. A., Pastick, N. J., Watts, J. D., Armstrong, A. H., Miner, K. R., Miller, C. E.
Respiration Rate, Biogeochemical Cycles , Primary Production, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC)
Decoding the spatiotemporal dynamics of cropland carbon emission drivers in China: A machine learning-based analysis
2025
Li, Hanbing, Jin, Xiaobin, Zhao, Rongqin, Han, Bo, Liang, Xinyuan, Sun, Rui
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Decoding vegetation resilience: NDVI trends and climate impacts in Indian agriculture
2025
Dharavath, Nagaraju, Goroshi, Sheshakumar
Land Use/Land Cover Classification
Decomposing the bias of shortwave cloud radiative effect in a climate model using machine learning
2025
Yang, Hongtao, Chen, Guoxing, Wang, WeiChyung, Bao, Qing, Li, Jiandong
Optical Depth/Thickness, Clouds , Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Vertical Distribution
Decomposition and decoupling of carbon footprint pressure from economic growth under energy system transition in Chinas urban agglomerations: Insights from prefecture-level cities (20002023)
2025
Liu, Yushan, Shao, Zhuang, Zhao, Jing
Photosynthesis, Primary Production, Vegetation Productivity
Deconstructing the Effects of Climate and Phenology on Hydrological
2025
Zheng, Lilin, Li, Dahui, Wang, Ling, Chen, Ruishan, Xu, Jianhua
Reflectance
Effect of Desert Dust Intrusion on the Detection of Marine Heatwaves
2025
Kishcha, Pavel, Starobinets, Boris
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, Sea Surface Temperature , Sea Surface Foundation Temperature
Effect of forest cover change on the prevalence of acute respiratory tract infections, diarrhoea, and fever among children under five: Using an ecosystem approach to child health
2025
Timilsina, Amit, Chalise, Binaya, Ahmed, Kedir Y., Thapa, Subash
Forest Harvesting and Engineering
Effect of Forest Management Practices on Water Balance Across a
2025
Casirati, Stefano, Conklin, Martha H., Nandi, Saswata, Safeeq, Mohammad
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation
Elevation-dependent sensitivity of spectral greening to temperature and precipitation in the Western Himalayas
2025
Macek, Martin, Prosek, Jiri, Dolezal, Jiri, Wild, Jan, Jezek, Vit, Kopecky, Martin
Albedo, Snow Cover
Elevation-Dependent Trends in Himalayan Snow Cover (20042024) Based on MODIS Terra Observations
2025
Tauqir, Ghania, Zhao, Wei, Xu, Mengjiao, Fu, Dongjie
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Reflectance , Snow Cover
Elevation-Dependent Vegetation Greening and Its Responses to Climate
2025
Mukhtar, Hamza, Yang, Yujia, Xu, Mengjiao, Wu, Jiujiang, Abbas, Sawaid, Wei, Da, Zhao, Wei
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Elucidating divergent growth and climate vulnerability in abalone
2025
Copedo, Joanna S., Webb, Stephen C., Delisle, Lizenn, Knight, Ben, Ragg, Norman L.C., Laroche, Olivier, Venter, Leonie, Alfaro, Andrea C.
Sea Surface Temperature
Emissions from agricultural fires in India: field measurements of climate relevant aerosol chemical and optical properties
2025
Kapoor, Taveen Singh, Anurag, Gupta, Navinya, Chimurkar, Lonkar, Saurabh, Yadav, Kajal, Raman, Ramya Sunder, Venkataraman, Chandra, Phuleria, Harish C.
Land Use/Land Cover Classification
Emissions from burned structures in wildfires as significant yet unaccounted sources of US air pollution
2025
Tang, Wenfu, Wiedinmyer, Christine, Emmons, Louisa K., Holder, Amara L., Uhl, Johannes H., St. Denis, Lise Ann, Cook, Maxwell, Abolafia-Rosenzweig, Ronnie, He, Cenlin, Barsanti, Kelley C., Leyk, Stefan, Abatzoglou, John T., Balch, Jennifer K., Worden, Helen, Levelt, Pieternel F.
Land Use/Land Cover Classification
Ecosystem carbon use efficiency at global scale from upscaling eddy-covariance data with machine learning and MODIS products
2025
Campos-Taberner, M., Gilabert, M. A., Sanchez-Ruiz, S., Martinez, B., Jimenez-Guisado, A., Garcia-Haro, F. J.
Land Use/Land Cover Classification , Evapotranspiration , Latent Heat Flux, Reflectance , Anisotropy, Photosynthesis, Primary Production, Vegetation Productivity, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)