Machine learning estimates of eddy covariance carbon flux in a scrub in the Mexican highland
2021
Guevara-Escobar, Aurelio, Gonzalez-Sosa, Enrique, Cervantes-Jimenez, Monica, Suzan-Azpiri, Humberto, Queijeiro-Bolanos, Monica Elisa, Carrillo-Angeles, Israel, Cambron-Sandoval, Victor Hugo
Land Surface Temperature , Emissivity, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Reflectance , Photosynthesis, Primary Production, Vegetation Productivity
Machine learning-based modeling of vegetation leaf area index and gross primary productivity across North America and comparison with a process-based model
2021
Zhang, Zhicheng, Xin, Qinchuan, Li, Wanjing
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity
Mapping Potential Plant Species Richness over Large Areas with Deep
2021
Choe, Hyeyeong, Chi, Junhwa, Thorne, James H.
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)
Long time series of daily evapotranspiration in China based on the SEBAL model and multisource images and validation
2021
Cheng, Minghan, Jiao, Xiyun, Li, Binbin, Yu, Xun, Shao, Mingchao, Jin, Xiuliang
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration , Latent Heat Flux
Mapping tree diversity in the tropical forest region of Choco-Colombia
2021
Fagua, J Camilo, Jantz, Patrick, Burns, Patrick, Massey, Richard, Buitrago, Jeiner Y, Saatchi, Sassan, Hakkenberg, Christopher, Goetz, Scott J
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Land Surface Temperature , Emissivity
Improved agricultural Water management in data-scarce semi-arid watersheds: Value of integrating remotely sensed leaf area index in hydrological modeling
2021
Paul, Manashi, Rajib, Adnan, Negahban-Azar, Masoud, Shirmohammadi, Adel, Srivastava, Puneet
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Improved ELMv1-ECA simulations of zero-curtain periods and cold-season
2021
Tao, Jing, Zhu, Qing, Riley, William J., Neumann, Rebecca B.
Vegetation Cover, Terrestrial Ecosystems , Soil Ph, Soil Depth, Soil Moisture/Water Content , Leaf Area Index (LAI), Vegetation Species, Methane, Incoming Solar Radiation, Soil Temperature, Photosynthetically Active Radiation , Snow Depth , Wind Speed , Atmospheric Carbon Dioxide, Rain , Humidity
Indias commitments to increase tree and forest coverConsequences for water supply and agriculture production within the central Indian Highlands
2021
Clark, Benjamin, DeFries, Ruth, Krishnaswamy, Jagdish
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration , Latent Heat Flux
Integration of remote-sensing based metrics and econometric models to assess the socio-economic contributions of carbon sequestration in unmanaged tropical dry forests
2021
Castro-Magnani, Marissa, Sanchez-Azofeifa, Arturo, Metternicht, Graciela, Laakso, Kati
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity
Integration of vulnerability and hazard factors for landslide risk assessment
2021
Arrogante-Funes, Patricia, Bruzon, Adrian G., Arrogante-Funes, Fatima, Ramos-Bernal, Rocio N., Vazquez-Jimenez, Rene
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity
Information-based uncertainty decomposition in dual-channel microwave remote sensing of soil moisture
2021
Li, Bonan, Good, Stephen P.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Soil Moisture
Leaf area index remote sensing based on Deep Belief Network supported by simulation data
2021
Sun, Lin, Wang, Weiyan, Jia, Chen, Liu, Xirong
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Reflectance
Leaf area index retrieval with ICESat-2 photon counting LiDAR
2021
Zhang, Jie, Tian, Jinyan, Li, Xiaojuan, Wang, Le, Chen, Beibei, Gong, Huili, Ni, Rongguang, Zhou, Bingfeng, Yang, Cankun
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Mapping daily evapotranspiration at field scale using the Harmonized Landsat and Sentinel-2 dataset, with sharpened VIIRS as a Sentinel-2 thermal proxy
2021
Xue, Jie, Anderson, Martha C., Gao, Feng, Hain, Christopher, Yang, Yun, Knipper, Kyle R., Kustas, William P., Yang, Yang
Evapotranspiration , Land Surface Temperature , Emissivity, Reflectance , Albedo , Anisotropy, 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)
Modeling and monitoring wheat crop yield using geospatial techniques: A case study of Potohar region, Pakistan
2021
Hassan, Sher Shah, Goheer, Muhammad Arif
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Modeling gas exchange and biomass production in West African Sahelian and Sudanian ecological zones
2021
Rahimi, Jaber, Ago, Expedit Evariste, Ayantunde, Augustine, Berger, Sina, Bogaert, Jan, Butterbach-Bahl, Klaus, Cappelaere, Bernard, Cohard, Jean-Martial, Demarty, Jerome, Diouf, Abdoul Aziz, Falk, Ulrike, Haas, Edwin, Hiernaux, Pierre, Kraus, David, Roupsard, Olivier, Scheer, Clemens, Srivastava, Amit Kumar, Tagesson, Torbern, Grote, Rudiger
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Deep convolutional neural networks for surface coal mines determination from sentinel-2 images
2021
Madhuanand, L., Sadavarte, P., Visschedijk, A.J.H., Denier Van Der Gon, H.A.C., Aben, I., Osei, F.B.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity, Albedo , Anisotropy
Desertification of Iran in the early twenty-first century: assessment using climate and vegetation indices
2021
Eskandari Dameneh, Hadi, Gholami, Hamid, Telfer, Matt W., Comino, Jesus Rodrigo, Collins, Adrian L., Jansen, John D.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature
Designing sustainable pathways for the livestock sector: the example of Atsbi, Ethiopia and Bama, Burkina Faso
2021
Pfeifer, Catherine, Morris, Joanne, Ensor, Jonathan, Ouedraogo-Kone, Salifou, Mulatu, Dawit W., Wakeyo, Mekonnen
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Detecting forest degradation in the three-north forest shelterbelt in China from multi-scale satellite images
2021
Yu, Tao, Liu, Pengju, Zhang, Qiang, Ren, Yi, Yao, Jingning
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Evaluation of alternative two-source remote sensing models in partitioning of land evapotranspiration
2021
Chen, Han, Jeanne Huang, Jinhui, McBean, Edward, Singh, Vijay P.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
From standard weather stations to virtual micro-meteorological towers in ungauged sites: Modeling tool for surface energy fluxes, evapotranspiration, soil temperature, and soil moisture estimations
2021
Celis, Jorge A., Moreno, Hernan A., Basara, Jeffrey B., McPherson, Renee A., Cosh, Michael, Ochsner, Tyson, Xiao, Xiangming
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Reflectance , Anisotropy, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Albedo
Functionalities of surface depressions in runoff routing and hydrologic connectivity modeling
2021
Wang, Ning, Chu, Xuefeng, Zhang, Xiaodong
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Generation of spatio-temporally continuous evapotranspiration and its components by coupling a two-source energy balance model and a deep neural network over the Heihe River Basin
2021
Cui, Yaokui, Song, Lisheng, Fan, Wenjie
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Albedo , Anisotropy, Reflectance
Global change in terrestrial ecosystem detected by fusion of microwave and optical satellite observations
2021
Nara, Hideharu, Sawada, Yohei
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Vegetation Index , Landscape Patterns