Improving terrestrial evapotranspiration estimation across China during 2000–2018 with machine learning methods
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Improving terrestrial evapotranspiration estimation across China during 2000–2018 with machine learning methods
Authors
Keywords
Evapotranspiration, Machine learning, process-based ET, ET integration, China, Gaussian process regression
Journal
JOURNAL OF HYDROLOGY
Volume 600, Issue -, Pages 126538
Publisher
Elsevier BV
Online
2021-06-06
DOI
10.1016/j.jhydrol.2021.126538
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- The first high-resolution meteorological forcing dataset for land process studies over China
- (2020) Jie He et al. Scientific Data
- A Comparison of SSEBop-Model-Based Evapotranspiration with Eight Evapotranspiration Products in the Yellow River Basin, China
- (2020) Lichang Yin et al. Remote Sensing
- Irrigation water consumption of irrigated cropland and its dominant factor in China from 1982 to 2015
- (2020) Lichang Yin et al. ADVANCES IN WATER RESOURCES
- Complementary‐relationship‐based modeling of terrestrial evapotranspiration across China during 1982–2012: Validations and spatiotemporal analyses
- (2019) Ning Ma et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- How Much Water is Evaporated Across California?: A Multi-Year Assessment Using a Biophysical Model Forced with Satellite Remote Sensing Data
- (2019) Dennis Baldocchi et al. WATER RESOURCES RESEARCH
- Coupled estimation of 500 m and 8-day resolution global evapotranspiration and gross primary production in 2002–2017
- (2019) Yongqiang Zhang et al. REMOTE SENSING OF ENVIRONMENT
- Evaluation of ten machine learning methods for estimating terrestrial evapotranspiration from remote sensing
- (2019) Corinne Carter et al. International Journal of Applied Earth Observation and Geoinformation
- An automated multi-model evapotranspiration mapping framework using remotely sensed and reanalysis data
- (2019) Nishan Bhattarai et al. REMOTE SENSING OF ENVIRONMENT
- Evaluation of twelve evapotranspiration products from machine learning, remote sensing and land surface models over conterminous United States
- (2019) Tongren Xu et al. JOURNAL OF HYDROLOGY
- Spatio-temporal patterns of evapotranspiration based on upscaling eddy covariance measurements in the dryland of the North China Plain
- (2019) Beijing Fang et al. AGRICULTURAL AND FOREST METEOROLOGY
- Spatiotemporal pattern of terrestrial evapotranspiration in China during the past thirty years
- (2018) Xiangyi Li et al. AGRICULTURAL AND FOREST METEOROLOGY
- Comprehensive evaluation of empirical algorithms for estimating land surface evapotranspiration
- (2018) Corinne Carter et al. AGRICULTURAL AND FOREST METEOROLOGY
- Use of satellite leaf area index estimating evapotranspiration and gross assimilation for Australian ecosystems
- (2018) Rong Gan et al. Ecohydrology
- Intercomparison and Uncertainty Assessment of Nine Evapotranspiration Estimates Over South America
- (2018) Anna A. Sörensson et al. WATER RESOURCES RESEARCH
- Temporal Characteristics of Actual Evapotranspiration Over China Under Global Warming
- (2018) Taichen Feng et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- Basin scale rainfall-evapotranspiration dynamics in a tropical semiarid environment during dry and wet years
- (2018) Pedro R. Mutti et al. International Journal of Applied Earth Observation and Geoinformation
- The future of evapotranspiration: Global requirements for ecosystem functioning, carbon and climate feedbacks, agricultural management, and water resources
- (2017) Joshua B. Fisher et al. WATER RESOURCES RESEARCH
- Revegetation in China’s Loess Plateau is approaching sustainable water resource limits
- (2016) Xiaoming Feng et al. Nature Climate Change
- Trends in land surface evapotranspiration across China with remotely sensed NDVI and climatological data for 1981–2010
- (2015) X. Mo et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Multiscale Validation of the 8-day MOD16 Evapotranspiration Product Using Flux Data Collected in China
- (2015) Ronglin Tang et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Using Bayesian model averaging to estimate terrestrial evapotranspiration in China
- (2015) Yang Chen et al. JOURNAL OF HYDROLOGY
- Spatiotemporal characteristics, patterns, and causes of land-use changes in China since the late 1980s
- (2014) Jiyuan Liu et al. Journal of Geographical Sciences
- Interannual variability of regional evapotranspiration under precipitation extremes: A case study of the Youngsan River basin in Korea
- (2014) Youngkeun Song et al. JOURNAL OF HYDROLOGY
- Seasonal soil moisture patterns: Controlling transit time distributions in a forested headwater catchment
- (2014) Michael Paul Stockinger et al. WATER RESOURCES RESEARCH
- Uncertainty in evapotranspiration from land surface modeling, remote sensing, and GRACE satellites
- (2014) Di Long et al. WATER RESOURCES RESEARCH
- 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
- 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
- GEOV1: LAI and FAPAR essential climate variables and FCOVER global time series capitalizing over existing products. Part1: Principles of development and production
- (2013) F. Baret et al. REMOTE SENSING OF ENVIRONMENT
- A comprehensive evaluation of two MODIS evapotranspiration products over the conterminous United States: Using point and gridded FLUXNET and water balance ET
- (2013) N.M. Velpuri et al. REMOTE SENSING OF ENVIRONMENT
- Comparison of satellite-based evapotranspiration models over terrestrial ecosystems in China
- (2013) Yang Chen et al. REMOTE SENSING OF ENVIRONMENT
- Estimation of evapotranspiration over the terrestrial ecosystems in China
- (2012) Xianglan Li et al. Ecohydrology
- Validation of ETWatch using field measurements at diverse landscapes: A case study in Hai Basin of China
- (2012) Bingfang Wu et al. JOURNAL OF HYDROLOGY
- Integration of MODIS land and atmosphere products with a coupled-process model to estimate gross primary productivity and evapotranspiration from 1 km to global scales
- (2011) Youngryel Ryu et al. GLOBAL BIOGEOCHEMICAL CYCLES
- Improvements to a MODIS global terrestrial evapotranspiration algorithm
- (2011) Qiaozhen Mu et al. REMOTE SENSING OF ENVIRONMENT
- Evidence for decadal variation in global terrestrial evapotranspiration between 1982 and 2002: 2. Results
- (2010) Kaicun Wang et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Evidence for decadal variation in global terrestrial evapotranspiration between 1982 and 2002: 1. Model development
- (2010) Kaicun Wang et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Dynamic Response of Terrestrial Hydrological Cycles and Plant Water Stress to Climate Change in China
- (2010) Fulu Tao et al. JOURNAL OF HYDROMETEOROLOGY
- Recent decline in the global land evapotranspiration trend due to limited moisture supply
- (2010) Martin Jung et al. NATURE
- Global estimates of evapotranspiration and gross primary production based on MODIS and global meteorology data
- (2010) Wenping Yuan et al. REMOTE SENSING OF ENVIRONMENT
- Using long-term water balances to parameterize surface conductances and calculate evaporation at 0.05° spatial resolution
- (2010) Yongqiang Zhang et al. WATER RESOURCES RESEARCH
- A continuous satellite-derived global record of land surface evapotranspiration from 1983 to 2006
- (2010) Ke Zhang et al. WATER RESOURCES RESEARCH
- A simple surface conductance model to estimate regional evaporation using MODIS leaf area index and the Penman-Monteith equation
- (2008) Ray Leuning et al. WATER RESOURCES RESEARCH
- 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
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search