Fusion of Five Satellite-Derived Products Using Extremely Randomized Trees to Estimate Terrestrial Latent Heat Flux over Europe
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Fusion of Five Satellite-Derived Products Using Extremely Randomized Trees to Estimate Terrestrial Latent Heat Flux over Europe
Authors
Keywords
-
Journal
Remote Sensing
Volume 12, Issue 4, Pages 687
Publisher
MDPI AG
Online
2020-02-20
DOI
10.3390/rs12040687
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Evaluating Different Machine Learning Methods for Upscaling Evapotranspiration from Flux Towers to the Regional Scale
- (2018) Tongren Xu et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- Estimation of surface downward shortwave radiation over China from AVHRR data based on four machine learning methods
- (2018) Yu Wei et al. SOLAR ENERGY
- Estimation of high-resolution terrestrial evapotranspiration from Landsat data using a simple Taylor skill fusion method
- (2017) Yunjun Yao et al. JOURNAL OF HYDROLOGY
- MODIS-Based Estimation of Terrestrial Latent Heat Flux over North America Using Three Machine Learning Algorithms
- (2017) Xuanyu Wang et al. Remote Sensing
- A simple temperature domain two-source model for estimating agricultural field surface energy fluxes from Landsat images
- (2017) Yunjun Yao et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- Multi-model ensemble prediction of terrestrial evapotranspiration across north China using Bayesian model averaging
- (2016) Gaofeng Zhu et al. HYDROLOGICAL PROCESSES
- Multi-scale evaluation of global gross primary productivity and evapotranspiration products derived from Breathing Earth System Simulator (BESS)
- (2016) Chongya Jiang et al. REMOTE SENSING OF ENVIRONMENT
- An Empirical Orthogonal Function-Based Algorithm for Estimating Terrestrial Latent Heat Flux from Eddy Covariance, Meteorological and Satellite Observations
- (2016) Fei Feng et al. PLoS One
- Comparison of MOD16 and LSA-SAF MSG evapotranspiration products over Europe for 2011
- (2015) Guangcheng Hu et al. REMOTE SENSING OF ENVIRONMENT
- A satellite-based hybrid algorithm to determine the Priestley–Taylor parameter for global terrestrial latent heat flux estimation across multiple biomes
- (2015) Yunjun Yao et al. REMOTE SENSING OF ENVIRONMENT
- Monitoring of Evapotranspiration in a Semi-Arid Inland River Basin by Combining Microwave and Optical Remote Sensing Observations
- (2015) Guangcheng Hu et al. Remote Sensing
- Combining Datasets of Satellite-Retrieved Products. Part I: Methodology and Water Budget Closure
- (2014) Filipe Aires JOURNAL OF HYDROMETEOROLOGY
- The Performances of MODIS-GPP and -ET Products in China and Their Sensitivity to Input Data (FPAR/LAI)
- (2014) Zhengjia Liu et al. Remote Sensing
- Bayesian multimodel estimation of global terrestrial latent heat flux from eddy covariance, meteorological, and satellite observations
- (2014) Yunjun Yao et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- MODIS-driven estimation of terrestrial latent heat flux in China based on a modified Priestley–Taylor algorithm
- (2013) Yunjun Yao et al. AGRICULTURAL AND FOREST METEOROLOGY
- Assessment of the MODIS global evapotranspiration algorithm using eddy covariance measurements and hydrological modelling in the Rio Grande basin
- (2013) A. L. Ruhoff et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Learning Nonlinear Functions Using Regularized Greedy Forest
- (2013) Rie Johnson et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Measurements of evapotranspiration from eddy-covariance systems and large aperture scintillometers in the Hai River Basin, China
- (2013) S.M. Liu et al. JOURNAL OF HYDROLOGY
- Evaluating spatial and temporal patterns of MODIS GPP over the conterminous U.S. against flux measurements and a process model
- (2012) Fangmin Zhang et al. REMOTE SENSING OF ENVIRONMENT
- A review of global terrestrial evapotranspiration: Observation, modeling, climatology, and climatic variability
- (2012) Kaicun Wang et al. REVIEWS OF GEOPHYSICS
- MERRA: NASA’s Modern-Era Retrospective Analysis for Research and Applications
- (2011) Michele M. Rienecker et al. JOURNAL OF CLIMATE
- Global intercomparison of 12 land surface heat flux estimates
- (2011) C. Jiménez et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Improvements to a MODIS global terrestrial evapotranspiration algorithm
- (2011) Qiaozhen Mu et al. REMOTE SENSING OF ENVIRONMENT
- Gaussian Process Regression for Estimating Chlorophyll Concentration in Subsurface Waters From Remote Sensing Data
- (2010) Luca Pasolli et al. IEEE Geoscience and Remote Sensing Letters
- Evidence for decadal variation in global terrestrial evapotranspiration between 1982 and 2002: 1. Model development
- (2010) Kaicun Wang et al. JOURNAL OF GEOPHYSICAL RESEARCH
- A Review of Current Methodologies for Regional Evapotranspiration Estimation from Remotely Sensed Data
- (2009) Zhao-Liang Li et al. SENSORS
- Land-Surface-Atmosphere Coupling in Observations and Models
- (2009) Alan K. Betts Journal of Advances in Modeling Earth Systems
- THE ENERGY BALANCE CLOSURE PROBLEM: AN OVERVIEW
- (2008) Thomas Foken ECOLOGICAL APPLICATIONS
- Estimating Land Surface Evaporation: A Review of Methods Using Remotely Sensed Surface Temperature Data
- (2008) Jetse D. Kalma et al. SURVEYS IN GEOPHYSICS
- Global estimates of the land–atmosphere water flux based on monthly AVHRR and ISLSCP-II data, validated at 16 FLUXNET sites
- (2007) Joshua B. Fisher et al. REMOTE SENSING OF ENVIRONMENT
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now