X-BASE: the first terrestrial carbon and water flux products from an
2024
Nelson, Jacob A., Walther, Sophia, Gans, Fabian, Kraft, Basil, Weber, Ulrich, Novick, Kimberly, Buchmann, Nina, Migliavacca, Mirco, Wohlfahrt, Georg, Sigut, Ladislav, Ibrom, Andreas, Papale, Dario, Gockede, Mathias, Duveiller, Gregory, Knohl, Alexander, Hortnagl, Lukas, Scott, Russell L., Dusek, Jiri, Zhang, Weijie, Hamdi, Zayd Mahmoud, Reichstein, Markus, Aranda-Barranco, Sergio, Ardo, Jonas, Op de Beeck, Maarten, Billesbach, Dave, Bowling, David, Bracho, Rosvel, Brummer, Christian, Camps-Valls, Gustau, Chen, Shiping, Cleverly, Jamie Rose, Desai, Ankur, Dong, Gang, El-Madany, Tarek S., Euskirchen, Eugenie Susanne, Feigenwinter, Iris, Galvagno, Marta, Gerosa, Giacomo A., Gielen, Bert, Goded, Ignacio, Goslee, Sarah, Gough, Christopher Michael, Heinesch, Bernard, Ichii, Kazuhito, Jackowicz-Korczynski, Marcin Antoni, Klosterhalfen, Anne, Knox, Sara, Kobayashi, Hideki, Kohonen, Kukka-Maaria, Korkiakoski, Mika, Mammarella, Ivan, Gharun, Mana, Marzuoli, Riccardo, Matamala, Roser, Metzger, Stefan, Montagnani, Leonardo, Nicolini, Giacomo, O'Halloran, Thomas, Ourcival, Jean-Marc, Peichl, Matthias, Pendall, Elise, Ruiz Reverter, Borja, Roland, Marilyn, Sabbatini, Simone, Sachs, Torsten, Schmidt, Marius, Schwalm, Christopher R., Shekhar, Ankit, Silberstein, Richard, Silveira, Maria Lucia, Spano, Donatella, Tagesson, Torbern, Tramontana, Gianluca, Trotta, Carlo, Turco, Fabio, Vesala, Timo, Vincke, Caroline, Vitale, Domenico, Vivoni, Enrique R., Wang, Yi, Woodgate, William, Yepez, Enrico A., Zhang, Junhui, Zona, Donatella, Jung, Martin
Carbonaceous Aerosols, Nitrogen Oxides , Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides , Sulfur Dioxide , Carbon And Hydrocarbon Compounds, Emissivity, Land Surface Temperature , Reflectance , Anisotropy, Albedo , Land Use/Land Cover Classification
Tropospheric ozone pollution increases the sensitivity of plant production to vapor pressure deficit across diverse ecosystems in the Northern Hemisphere
2024
Gao, Lun, Guan, Kaiyu, He, Liyin, Jiang, Chongya, Wu, Xiaocui, Lu, Xiaoman, Ainsworth, Elizabeth A.
Albedo , Anisotropy, Reflectance
What lies beyond rituals? Exploring the role of pottery in the chiefly polities of Lingjiatan
2024
Wang, Wenjing, Wu, Weihong, Yu, Haoshen, Xu, Wenpeng
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
When ancient numerical demons meet physics-informed machine learning: adjoint-based gradients for implicit differentiable modeling
2024
Song, Yalan, Knoben, Wouter J. M., Clark, Martyn P., Feng, Dapeng, Lawson, Kathryn, Sawadekar, Kamlesh, Shen, Chaopeng
Evapotranspiration , Latent Heat Flux
Winter greening on the Tibetan Plateau induced by climate warming over
2024
Lv, Jinxia, Yang, Wei, Shen, Miaogen, Liang, Eryuan, Jiang, Yuan, Chen, Jin, Chen, Xuehong, Jiang, Nan, Liu, Licong, Zhao, Wenwu, Penuelas, Josep
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Anisotropy
Within-season crop monitoring at continental scale utilizing new gap-filled Landsat temporal series
2024
Rajadel-Lambistos, C., Izquierdo-Verdiguier, E., Moreno-Martinez, A., Maneta, M. P., Begueria, S., Kimball, J. S., Clinton, N., Atzberger, C., Camps-Valls, G., Running, S.W.
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Widespread potential for streamflow leakage across Brazil
2024
Uchoa, Jose Gescilam S. M., Oliveira, Paulo Tarso S., Ballarin, Andre S., Meira Neto, Antonio A., Gastmans, Didier, Jasechko, Scott, Fan, Ying, Wendland, Edson C.
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Wildfire aerosols and their impact on weather: A case study of the August 2021 fires in Greece using the WRFChem model
2024
Rovithakis, Anastasios, Voulgarakis, Apostolos
Aerosol Optical Depth/Thickness
Wildfire assessment using machine learning algorithms in different regions
2024
Moghim, Sanaz, Mehrabi, Majid
Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES
Wildfire Impacts for Temperature Index Snowpack Model Parameters
2024
Giovando, Jeremy, Niemann, Jeffrey D., Fassnacht, Steven R.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Where is the heat threat in a city? Different perspectives on people-oriented and remote sensing methods: the case of Prague
2024
Kvetonova, Veronika, Panek, Jiri, Geletic, Jan, Simacek, Petr, Lehnert, Michal
Land Surface Temperature , Emissivity
Why models underestimate West African tropical forest primary productivity
2024
Zhang-Zheng, Huanyuan, Deng, Xiongjie, Aguirre-Gutierrez, Jesus, Stocker, Benjamin D., Thomson, Eleanor, Ding, Ruijie, Adu-Bredu, Stephen, Duah-Gyamfi, Akwasi, Gvozdevaite, Agne, Moore, Sam, Oliveras Menor, Imma, Prentice, I. Colin, Malhi, Yadvinder
Photosynthesis, Primary Production, Vegetation Productivity
Why should imminent international funds for solar photovoltaics go to families and the private sector and not to the government to stop the electricity crisis in Lebanon?
2024
Merheb, Caroline
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Detection of dilution due to turbulent mixing vs. precipitation scavenging effects on biomass burning aerosol concentrations using stable water isotope ratios ...
2023
Henze, Dean, Noone, David, Toohey, Darin
Geopotential Height, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Upper Air Temperature, Vertical Profiles, Air Temperature, Specific Humidity, U/V Wind Components, U/V Wind Components, Ozone Profiles, Aerosol Optical Depth/Thickness , Atmospheric Water Vapor, Precipitation , Evapotranspiration , Latent Heat Flux
MERRA-2 instU_3d_ana_Np: 3d,diurnal,Instantaneous,Pressure-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2IUNPANA) at GES DISC MERRA-2 instM_2d_gas_Nx: 2d,Monthly mean,Instantaneous,Single-Level,Assimilation,Aerosol Optical Depth Analysis 0.625 x 0.5 degree V5.12.4 (M2IMNXGAS) at GES DISC GPM DPR and GMI (Combined Precipitation) L3 1 month 0.25 degree x 0.25 degree V07 (GPM_3CMB) at GES DISC MODIS/Terra Net Evapotranspiration 8-Day L4 Global 500m SIN Grid V006 MODIS/Terra Net Evapotranspiration 8-Day L4 Global 500m SIN Grid V061
Evaluation and intercomparison of multiple satellite-derived and reanalysis downward shortwave radiation products in China
2023
Tong, Liu, He, Tao, Ma, Yichuan, Zhang, Xiaotong
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, Reflectance , Albedo , Anisotropy, Shortwave Radiation
How do tradeoffs in satellite spatial and temporal resolution impact snow water equivalent reconstruction?
2023
Bair, Edward H., Dozier, Jeff, Rittger, Karl, Stillinger, Timbo, Kleiber, William, Davis, Robert E.
Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Reflectance
Development of ground-level NO2 models in Vietnam using machine learning and satellite observations with ancillary data
2023
Ngo, Truong Xuan, Phan, Hieu Dang Trung, Nguyen, Thanh Thi Nhat
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Dynamic emergent leaf area in tidal wetlands: Implications for satellite-derived regional and global blue carbon estimates
2023
Hawman, Peter A., Mishra, Deepak R., O'Connell, Jessica L.
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, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Machine Learning Model-Based Estimation of XCO2 with High Spatiotemporal
2023
He, Sicong, Yuan, Yanbin, Wang, Zihui, Luo, Lan, Zhang, Zili, Dong, Heng, Zhang, Chengfang
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Coupled Deep Learning Model for Estimating Surface NO2 Levels from Remote Sensing Data: 15Year Study Over the Contiguous United States
2023
Ghahremanloo, Masoud, Lops, Yannic, Choi, Yunsoo, Mousavinezhad, Seyedali, Jung, Jia
Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Population Density, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A machine learning-based approach for fusing measurements from standard sites, low-cost sensors, and satellite retrievals: Application to NO2 pollution hotspot ...
2023
Fu, Jianbo, Tang, Die, Grieneisen, Michael L., Yang, Fumo, Yang, Jianzhao, Wu, Guanghui, Wang, Chunying, Zhan, Yu
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Spatiotemporal variability and controlling factors of ecosystem water use efficiency in India
2023
Bejagam, Vijaykumar, Singh, Akriti, Sharma, Ashutosh
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) , Atmospheric Carbon Dioxide, Absorption, Radiative Forcing, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Remote sensing-based multi-scale characterization of ecohydrological indicators (EHIs) in India
2023
Bejagam, Vijaykumar, Sharma, Ashutosh
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) , Leaf Characteristics, Photosynthetically Active Radiation , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Atmospheric Carbon Dioxide, Absorption, Radiative Forcing, Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Photosynthesis, Primary Production, Vegetation Productivity
Tropical deforestation causes large reductions in observed precipitation
2023
Smith, C., Baker, J. C. A., Spracklen, D. V.
Albedo , Anisotropy
Observed and simulated local climate responses to tropical deforestation
2023
Smith, Callum, Robertson, Eddy, Chadwick, Robin, Kelley, Douglas I, Argles, Arthur P K, Coelho, Caio A S, de Souza, Dayana C, Kubota, Paulo Y, Talamoni, Isabela L, Spracklen, Dominick V, Baker, Jessica C A
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity, Albedo , Anisotropy, Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Land Use/Land Cover Classification