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
Deforestation in conflict-affected areas: A quantitative approach for integrating local perspectives during peacebuilding
2025
Gutierrez-Zapata, Diana Maria, Ceron-Munoz, Mario Fernando, Barahona Rosales, Rolando, Barrett, Brian, Castro-Nunez, Augusto
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Deforestation Increases Vegetation Vulnerability to Drought Across
2025
Xiao, Chenwei, Zaehle, Sonke, Sitch, Stephen, Duveiller, Gregory, PabonMoreno, Daniel E., Walker, Anthony P., Knauer, Jurgen, Maignan, Fabienne, Schmullius, Christiane, Bastos, Ana
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Describing seasonal mixtures of cloud regimes via regimes of regimes
2025
Cho, Nayeong, Oreopoulos, Lazaros, Lee, Dongmin, Tan, Jackson, Jin, Daeho
Clouds , Cloud Optical Depth/Thickness, Cloud Top Pressure, 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, 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
Desertification expansion significantly suppresses photosynthetic peak capacity of arid ecosystems at the global scale
2025
Qiu, Kaiyang, Zhang, Qingbin, Xie, Yingzhong, Shi, Mingjie, Wang, Chengyun, Dong, Tong, Ma, Jun, He, Panxing
Photosynthesis, Primary Production, Vegetation Productivity
Deteccion del maximo verdor en maiz (Zea mays) mediante series temporales de datos MODIS en la parroquia Colonche de la provincia de Santa Elena
2025
Saenz Flores, Cesar, Villacres, Julio Cesar
Reflectance
Detecting Burned Vegetation Areas by Merging Spectral and Texture Features in a ResNet Deep Learning Architecture
2025
Fan, Jiahui, Yao, Yunjun, Li, Yajie, Zhang, Xueyi, Chen, Jiquan, Fisher, Joshua B., Zhang, Xiaotong, Jiang, Bo, Liu, Lu, Xie, Zijing, Zhang, Luna, Qiu, Fei
Burned Area, Fire Dynamics, Fire Occurrence
Degradation of potential winter roads threatens vulnerable communities' freight accessibility in the pan-Arctic region
2025
Chen, Li-Yuan, Zhu, Wen-Quan, Xiao, Cun-De, Zhao, Cen-Liang, Guo, Hong-Xiang
Reflectance , Total Surface Water
Delayed formation of Arctic snow cover in response to wildland fires in a warming climate
2025
Qing, Yamin, Wang, Shuo, AghaKouchak, Amir, Gentine, Pierre
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Delayed leaf green-up is associated with fine particulate air pollution in China
2025
Qu, Wendi, Hua, Hao, Yang, Ting, Zohner, Constantin M., Penuelas, Josep, Wei, Jing, Yu, Le, Wu, Chaoyang
Plant Phenology, Enhanced Vegetation Index (EVI)
Denoising Autoencoder for Reconstructing Sensor Observation Data and Predicting Evapotranspiration: Noisy and Missing Values Repair and Uncertainty Quantification
2025
Johnsen, Timothy K., Bi, Xiangyu, Chou, Chunwei, Varadharajan, Charuleka, Wu, Yuxin, Skone, Jonathan, Ramakrishnan, Lavanya
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Deploying photovoltaic systems in global open-pit mines for a clean energy transition
2025
Wang, Kechao, Zhou, Jiatong, Yang, Runjia, Xu, Suchen, Hu, Zhenqi, Xiao, Wu
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Evaluation of annual trends in carbon cycle variables simulated by CMIP6
2025
Li, Ziyang, Zou, Lidong, Zhao, Anzhou, Zhang, Haigang, Yue, Feng, Luo, Zhe, Bian, Rui, Xu, Ruihao
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity
Evaluation of black carbon emission inventories over Indian subcontinent: Role of open biomass burning and its representation in emission fluxes
2025
Arora, Akanksha, Gadhavi, H., Ramachandran, S., Rajesh, T.A.
Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES
Flood-Fire Interplays in Wetlands: The Rising of an Actionable Field of Study
2025
Damasceno-Junior, Geraldo Alves, Pereira, Alexandre de Matos Martins, Saharjo, Bambang Hero, Archibald, Sally, Zhang, Beibei, Bilbao, Bibiana, dos Santos Ferreira, Bruno Henrique, Kairumba, Carol Kagaba, Ribeiro, Danilo Bandini, Campbell, David G., Njoroge, Denis Mburu, Twinomujuni, Dennis, Jaafar, Salwana Md., Njunge, Dickson, Bao, Francielli, Bortolotto, Ieda Maria, Torres, Javier, Dufitumukiza, Joseph Desire, Austin, Kemen G., Taboko, Lucy, Winton, Scott, da Rosa Oliveira, Maxwell, Picon Ruiz, Monique M., Posada, Juan Manuel, Aline, Mucyo Namahoro, Munishi, Pantaleo K.T., Meller, Paulina, Parolin, Pia, Ulimboka, Rehema, Libonati, Renata, da Silva, Rosa Helena, Jenkins, Shona, Yule, Tamires Soares, Damascene, Jeansen, Antonio, Telmo Ernesto Meneses, de Almeida Souza, Allan Henrique, Yule, Catherine Mary, de Oliveira Roque, Fabio
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Fluorescence Efficiency-Derived Physiological Optimal Temperature
2025
Zhang, Zhaoying, Zhang, Yongguang
Reflectance , Vegetation Index , Snow Grain Size, Snow Cover , Normalized Difference Vegetation Index (NDVI)
Future Water Yield Projections Under Climate Change Using Optimized and Downscaled Models via the MIDAS Approach
2025
Fallahi, Mahdis, Nelson, Stacy, Caldwell, Peter, Roise, Joseph, Beyene, Solomon, Peterson, M.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
GEEadas: GEE-based automatic detection of adverse-frost stress
2025
Chaves, Michel E.D., Adami, Marcos, Volochen Oldoni, Lucas, Rodigheri, Grazieli, Prudente, Victor Hugo R, Santana, Cleverton Tiago Carneiro de, Garcia, Andre, Covre, Renan Moreira, Sanches, Ieda Del'Arco
Land Surface Temperature , Emissivity
Gender Responsive Drought Resilience Assessment in Afghanistan Using Geospatial Techniques
2025
Arab, Sara Tokhi, Shamsuzzoha, Md, Arab, Ahmad Shekib, Mazharul Anwar, Md., Anwarul Abedin, Md., Shaw, Rajib
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Generating high accuracy multi-layer soil moisture at daily scale in the black soil region of China
2025
Chen, Liwen, Wang, Yangguang, Ren, Jingquan, Song, Haiqing, Zhang, Guangxin, Sun, Jingxuan, Wang, Lijun, Mu, Jia, Liu, Cong, Wang, Meiyu
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
From CarbonWater Diagnosis to Landscape Optimization: A New Framework for Sustainable Restoration in East Asian Karst
2025
Pan, Yitong, Wang, Siyu, Fu, Wei, Li, Qian, Fan, Zhouyu
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
From Conservation to Development: A Study of Land Use and Ecological
2025
Xia, Huimei, Wang, Wei, Zhang, Zijian
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)