Articles | Volume 13, issue 2
https://doi.org/10.5194/essd-13-447-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-13-447-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Synthesis of global actual evapotranspiration from 1982 to 2019
Abdelrazek Elnashar
State Key Laboratory of Remote Sensing Science, Aerospace Information
Research Institute, Chinese Academy of Sciences, Beijing, 100094, China
College of Resources and Environment, University of Chinese Academy of
Sciences, Beijing, 100049, China
Department of Natural Resources, Faculty of African Postgraduate
Studies, Cairo University, Giza, 12613, Egypt
Linjiang Wang
State Key Laboratory of Remote Sensing Science, Aerospace Information
Research Institute, Chinese Academy of Sciences, Beijing, 100094, China
College of Resources and Environment, University of Chinese Academy of
Sciences, Beijing, 100049, China
Bingfang Wu
CORRESPONDING AUTHOR
State Key Laboratory of Remote Sensing Science, Aerospace Information
Research Institute, Chinese Academy of Sciences, Beijing, 100094, China
College of Resources and Environment, University of Chinese Academy of
Sciences, Beijing, 100049, China
Weiwei Zhu
State Key Laboratory of Remote Sensing Science, Aerospace Information
Research Institute, Chinese Academy of Sciences, Beijing, 100094, China
Hongwei Zeng
State Key Laboratory of Remote Sensing Science, Aerospace Information
Research Institute, Chinese Academy of Sciences, Beijing, 100094, China
College of Resources and Environment, University of Chinese Academy of
Sciences, Beijing, 100049, China
Viewed
Total article views: 6,622 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 15 Jul 2020)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
5,016 | 1,498 | 108 | 6,622 | 100 | 189 |
- HTML: 5,016
- PDF: 1,498
- XML: 108
- Total: 6,622
- BibTeX: 100
- EndNote: 189
Total article views: 5,565 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 16 Feb 2021)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
4,307 | 1,182 | 76 | 5,565 | 58 | 117 |
- HTML: 4,307
- PDF: 1,182
- XML: 76
- Total: 5,565
- BibTeX: 58
- EndNote: 117
Total article views: 1,057 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 15 Jul 2020)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
709 | 316 | 32 | 1,057 | 42 | 72 |
- HTML: 709
- PDF: 316
- XML: 32
- Total: 1,057
- BibTeX: 42
- EndNote: 72
Viewed (geographical distribution)
Total article views: 6,622 (including HTML, PDF, and XML)
Thereof 6,052 with geography defined
and 570 with unknown origin.
Total article views: 5,565 (including HTML, PDF, and XML)
Thereof 5,122 with geography defined
and 443 with unknown origin.
Total article views: 1,057 (including HTML, PDF, and XML)
Thereof 930 with geography defined
and 127 with unknown origin.
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Cited
60 citations as recorded by crossref.
- Quantifying global agricultural water appropriation with data derived from earth observations B. Wu et al. 10.1016/j.jclepro.2022.131891
- Performance Evaluation of TerraClimate Monthly Rainfall Data after Bias Correction in the Fes-Meknes Region (Morocco) M. Hanchane et al. 10.3390/cli11060120
- Incorporation of Net Radiation Model Considering Complex Terrain in Evapotranspiration Determination with Sentinel-2 Data L. Wang et al. 10.3390/rs14051191
- Intercomparison and evaluation of ten global ET products at site and basin scales H. Liu et al. 10.1016/j.jhydrol.2022.128887
- Spatiotemporal variation of water cycle components in Minjiang River Basin based on a correction method for evapotranspiration products M. Zheng et al. 10.1016/j.ejrh.2023.101575
- Global estimates of daily evapotranspiration using SMAP surface and root-zone soil moisture Y. Kim et al. 10.1016/j.rse.2023.113803
- Uncertainties of three high-resolution actual evapotranspiration products across China: Comparisons and applications T. Yao et al. 10.1016/j.atmosres.2023.106682
- Can Indirect Evaluation Methods and Their Fusion Products Reduce Uncertainty in Actual Evapotranspiration Estimates? X. Shao et al. 10.1029/2021WR031069
- Synthesizing a Regional Territorial Evapotranspiration Dataset for Northern China L. Wang et al. 10.3390/rs13061076
- An Automated and Improved Methodology to Retrieve Long-time Series of Evapotranspiration Based on Remote Sensing and Reanalysis Data M. Saboori et al. 10.3390/rs14246253
- Comprehensive evaluation of terrestrial evapotranspiration from different models under extreme condition over conterminous United States X. Yu et al. 10.1016/j.agwat.2023.108555
- Evapotranspiration Changes over the European Alps: Consistency of Trends and Their Drivers between the MOD16 and SSEBop Algorithms M. Castelli 10.3390/rs13214316
- Land-surface evapotranspiration derived from a first-principles primary production model S. Tan et al. 10.1088/1748-9326/ac29eb
- Long-term monitoring of evapotranspiration using the SEBAL algorithm and Google Earth Engine cloud computing L. Laipelt et al. 10.1016/j.isprsjprs.2021.05.018
- GEE-Based monitoring method of key management nodes in cotton production W. Yang et al. 10.1080/17538947.2023.2218119
- Comprehensive accuracy assessment of long-term geostationary SEVIRI-MSG evapotranspiration estimates across Europe B. Bayat et al. 10.1016/j.rse.2023.113875
- Remote-Sensing Inversion Method for Evapotranspiration by Fusing Knowledge and Multisource Data J. Wang et al. 10.1155/2022/2076633
- Evaluation of remotely sensed global evapotranspiration data from inland river basins Z. Liu 10.1002/hyp.14774
- A more effective approach for species-level classifications using multi-source remote sensing data: Validation and application to an arid and semi-arid grassland Y. Li et al. 10.1016/j.ecolind.2024.111853
- Assessing the intensity of the water cycle utilizing a Bayesian estimator algorithm and wavelet coherence analysis in the Issyk-Kul Basin of Central Asia L. Kong et al. 10.1016/j.ejrh.2024.101680
- Spatial Representativeness of Eddy Covariance Measurements in a Coniferous Plantation Mixed with Cropland in Southeastern China W. Xiang et al. 10.3390/rs14195022
- Functional relationships reveal differences in the water cycle representation of global water models S. Gnann et al. 10.1038/s44221-023-00160-y
- Influences of pedodiversity on ecosystem services in a mountainous area T. Fu et al. 10.1016/j.catena.2022.106505
- Avocado cv. Hass Needs Water Irrigation in Tropical Precipitation Regime: Evidence from Colombia E. Erazo-Mesa et al. 10.3390/w13141942
- Asymmetrical Shift Toward Less Light and More Heavy Precipitation in an Urban Agglomeration of East China: Intensification by Urbanization X. Yu et al. 10.1029/2021GL097046
- Impact of Conservation Agriculture on Soil Erosion in the Annual Cropland of the Apulia Region (Southern Italy) Based on the RUSLE-GIS-GEE Framework M. Petito et al. 10.3390/agronomy12020281
- Agricultural water accounting: Complementing a governance monitoring schema with remote sensing calculations at different scales I. Fuentes et al. 10.1016/j.agwat.2024.108676
- Variability and Trends of Actual Evapotranspiration over West Africa: The Role of Environmental Drivers. O. Adeyeri & K. Ishola 10.1016/j.agrformet.2021.108574
- Cropland fallow reduces agricultural water consumption by 303 million tons annually in Gansu Province, China W. Song & W. Song 10.1016/j.scitotenv.2023.163013
- Multimodel ensemble estimation of Landsat-like global terrestrial latent heat flux using a generalized deep CNN-LSTM integration algorithm X. Guo et al. 10.1016/j.agrformet.2024.109962
- Assessment of environmentally sensitive areas to desertification in the Blue Nile Basin driven by the MEDALUS-GEE framework A. Elnashar et al. 10.1016/j.scitotenv.2022.152925
- Evaluating the Potential of Different Evapotranspiration Datasets for Distributed Hydrological Model Calibration X. Guo et al. 10.3390/rs14030629
- Monitoring vegetation sensitivity to drought events in China L. Jiang et al. 10.1016/j.scitotenv.2023.164917
- Varying performance of eight evapotranspiration products with aridity and vegetation greenness across the globe H. Wang et al. 10.3389/fenvs.2023.1079520
- Long-term gridded land evapotranspiration reconstruction using Deep Forest with high generalizability Q. Feng et al. 10.1038/s41597-023-02822-8
- Uncertainty assessment of satellite remote-sensing-based evapotranspiration estimates: a systematic review of methods and gaps B. Tran et al. 10.5194/hess-27-4505-2023
- Uncertainties in measuring and estimating water‐budget components: Current state of the science S. Levin et al. 10.1002/wat2.1646
- Terrestrial Evapotranspiration Over China From 1982 to 2020: Consistency of Multiple Data Sets and Impact of Input Data Y. Mao et al. 10.1029/2023JD039387
- High uncertainty of evapotranspiration products under extreme climatic conditions L. Qian et al. 10.1016/j.jhydrol.2023.130332
- Impact of Drought on Land Productivity and Degradation in the Brazilian Semiarid Region F. Paredes-Trejo et al. 10.3390/land12050954
- Towards a universal evapotranspiration model based on optimality principles S. Tan et al. 10.1016/j.agrformet.2023.109478
- Global Evapotranspiration Datasets Assessment Using Water Balance in South America A. Ruhoff et al. 10.3390/rs14112526
- Adaptation of the SIMPLE Model to Oilseed Flax (Linum usitatissimum L.) for Arid and Semi-Arid Environments Y. Li et al. 10.3390/agronomy12061267
- CA-discharge: Geo-Located Discharge Time Series for Mountainous Rivers in Central Asia B. Marti et al. 10.1038/s41597-023-02474-8
- A Satellite-Based Approach for Quantifying Terrestrial Water Cycle Intensity F. Zowam et al. 10.3390/rs15143632
- Spatial-temporal patterns of land surface evapotranspiration from global products R. Tang et al. 10.1016/j.rse.2024.114066
- Soil erosion assessment in the Blue Nile Basin driven by a novel RUSLE-GEE framework A. Elnashar et al. 10.1016/j.scitotenv.2021.148466
- A framework for separating natural and anthropogenic contributions to evapotranspiration of human-managed land covers in watersheds based on machine learning H. Zeng et al. 10.1016/j.scitotenv.2022.153726
- Global water use efficiency saturation due to increased vapor pressure deficit F. Li et al. 10.1126/science.adf5041
- geeSEBAL-MODIS: Continental-scale evapotranspiration based on the surface energy balance for South America B. Comini de Andrade et al. 10.1016/j.isprsjprs.2023.12.001
- Global evapotranspiration models and their performance at different spatial scales: Contrasting a latitudinal gradient against global catchments I. Fuentes et al. 10.1016/j.jhydrol.2023.130477
- Exploring evapotranspiration stress in China: A blending approach employing multi-source remote sensing proxies Y. Liu et al. 10.1016/j.ejrh.2024.101653
- Groundwater Management in an Uncommon and Artificial Aquifer Based on Kc Approach and MODIS ET Products for Irrigation Assessment in a Subtropical Island Z. Yang et al. 10.3390/rs14246304
- Global assessment of nature’s contributions to people Y. Liu et al. 10.1016/j.scib.2023.01.027
- Evaluations of Remote Sensing-Based Global Evapotranspiration Datasets at Catchment Scale in Mountain Regions Y. Jiang & Z. Liu 10.3390/rs13245096
- Application of the Observation‐Oriented CNOP‐P Sensitivity Analysis Method in Evapotranspiration Simulation and Prediction Over the Tibetan Plateau G. Sun et al. 10.1029/2022WR033216
- Water Deficit Caused by Land Use Changes and Its Implications on the Ecological Protection of the Endorheic Dalinor Lake Watershed in Inner Mongolia, China L. Wang et al. 10.3390/w15162882
- Assessing Variations in Water Use Efficiency and Linkages with Land-Use Changes Using Three Different Data Sources: A Case Study of the Yellow River, China H. Sun et al. 10.3390/rs14051065
- Partitioning of Precipitation Into Terrestrial Water Balance Components Under a Drying Climate H. Gardiya Weligamage et al. 10.1029/2022WR033538
- A global terrestrial evapotranspiration product based on the three-temperature model with fewer input parameters and no calibration requirement L. Yu et al. 10.5194/essd-14-3673-2022
60 citations as recorded by crossref.
- Quantifying global agricultural water appropriation with data derived from earth observations B. Wu et al. 10.1016/j.jclepro.2022.131891
- Performance Evaluation of TerraClimate Monthly Rainfall Data after Bias Correction in the Fes-Meknes Region (Morocco) M. Hanchane et al. 10.3390/cli11060120
- Incorporation of Net Radiation Model Considering Complex Terrain in Evapotranspiration Determination with Sentinel-2 Data L. Wang et al. 10.3390/rs14051191
- Intercomparison and evaluation of ten global ET products at site and basin scales H. Liu et al. 10.1016/j.jhydrol.2022.128887
- Spatiotemporal variation of water cycle components in Minjiang River Basin based on a correction method for evapotranspiration products M. Zheng et al. 10.1016/j.ejrh.2023.101575
- Global estimates of daily evapotranspiration using SMAP surface and root-zone soil moisture Y. Kim et al. 10.1016/j.rse.2023.113803
- Uncertainties of three high-resolution actual evapotranspiration products across China: Comparisons and applications T. Yao et al. 10.1016/j.atmosres.2023.106682
- Can Indirect Evaluation Methods and Their Fusion Products Reduce Uncertainty in Actual Evapotranspiration Estimates? X. Shao et al. 10.1029/2021WR031069
- Synthesizing a Regional Territorial Evapotranspiration Dataset for Northern China L. Wang et al. 10.3390/rs13061076
- An Automated and Improved Methodology to Retrieve Long-time Series of Evapotranspiration Based on Remote Sensing and Reanalysis Data M. Saboori et al. 10.3390/rs14246253
- Comprehensive evaluation of terrestrial evapotranspiration from different models under extreme condition over conterminous United States X. Yu et al. 10.1016/j.agwat.2023.108555
- Evapotranspiration Changes over the European Alps: Consistency of Trends and Their Drivers between the MOD16 and SSEBop Algorithms M. Castelli 10.3390/rs13214316
- Land-surface evapotranspiration derived from a first-principles primary production model S. Tan et al. 10.1088/1748-9326/ac29eb
- Long-term monitoring of evapotranspiration using the SEBAL algorithm and Google Earth Engine cloud computing L. Laipelt et al. 10.1016/j.isprsjprs.2021.05.018
- GEE-Based monitoring method of key management nodes in cotton production W. Yang et al. 10.1080/17538947.2023.2218119
- Comprehensive accuracy assessment of long-term geostationary SEVIRI-MSG evapotranspiration estimates across Europe B. Bayat et al. 10.1016/j.rse.2023.113875
- Remote-Sensing Inversion Method for Evapotranspiration by Fusing Knowledge and Multisource Data J. Wang et al. 10.1155/2022/2076633
- Evaluation of remotely sensed global evapotranspiration data from inland river basins Z. Liu 10.1002/hyp.14774
- A more effective approach for species-level classifications using multi-source remote sensing data: Validation and application to an arid and semi-arid grassland Y. Li et al. 10.1016/j.ecolind.2024.111853
- Assessing the intensity of the water cycle utilizing a Bayesian estimator algorithm and wavelet coherence analysis in the Issyk-Kul Basin of Central Asia L. Kong et al. 10.1016/j.ejrh.2024.101680
- Spatial Representativeness of Eddy Covariance Measurements in a Coniferous Plantation Mixed with Cropland in Southeastern China W. Xiang et al. 10.3390/rs14195022
- Functional relationships reveal differences in the water cycle representation of global water models S. Gnann et al. 10.1038/s44221-023-00160-y
- Influences of pedodiversity on ecosystem services in a mountainous area T. Fu et al. 10.1016/j.catena.2022.106505
- Avocado cv. Hass Needs Water Irrigation in Tropical Precipitation Regime: Evidence from Colombia E. Erazo-Mesa et al. 10.3390/w13141942
- Asymmetrical Shift Toward Less Light and More Heavy Precipitation in an Urban Agglomeration of East China: Intensification by Urbanization X. Yu et al. 10.1029/2021GL097046
- Impact of Conservation Agriculture on Soil Erosion in the Annual Cropland of the Apulia Region (Southern Italy) Based on the RUSLE-GIS-GEE Framework M. Petito et al. 10.3390/agronomy12020281
- Agricultural water accounting: Complementing a governance monitoring schema with remote sensing calculations at different scales I. Fuentes et al. 10.1016/j.agwat.2024.108676
- Variability and Trends of Actual Evapotranspiration over West Africa: The Role of Environmental Drivers. O. Adeyeri & K. Ishola 10.1016/j.agrformet.2021.108574
- Cropland fallow reduces agricultural water consumption by 303 million tons annually in Gansu Province, China W. Song & W. Song 10.1016/j.scitotenv.2023.163013
- Multimodel ensemble estimation of Landsat-like global terrestrial latent heat flux using a generalized deep CNN-LSTM integration algorithm X. Guo et al. 10.1016/j.agrformet.2024.109962
- Assessment of environmentally sensitive areas to desertification in the Blue Nile Basin driven by the MEDALUS-GEE framework A. Elnashar et al. 10.1016/j.scitotenv.2022.152925
- Evaluating the Potential of Different Evapotranspiration Datasets for Distributed Hydrological Model Calibration X. Guo et al. 10.3390/rs14030629
- Monitoring vegetation sensitivity to drought events in China L. Jiang et al. 10.1016/j.scitotenv.2023.164917
- Varying performance of eight evapotranspiration products with aridity and vegetation greenness across the globe H. Wang et al. 10.3389/fenvs.2023.1079520
- Long-term gridded land evapotranspiration reconstruction using Deep Forest with high generalizability Q. Feng et al. 10.1038/s41597-023-02822-8
- Uncertainty assessment of satellite remote-sensing-based evapotranspiration estimates: a systematic review of methods and gaps B. Tran et al. 10.5194/hess-27-4505-2023
- Uncertainties in measuring and estimating water‐budget components: Current state of the science S. Levin et al. 10.1002/wat2.1646
- Terrestrial Evapotranspiration Over China From 1982 to 2020: Consistency of Multiple Data Sets and Impact of Input Data Y. Mao et al. 10.1029/2023JD039387
- High uncertainty of evapotranspiration products under extreme climatic conditions L. Qian et al. 10.1016/j.jhydrol.2023.130332
- Impact of Drought on Land Productivity and Degradation in the Brazilian Semiarid Region F. Paredes-Trejo et al. 10.3390/land12050954
- Towards a universal evapotranspiration model based on optimality principles S. Tan et al. 10.1016/j.agrformet.2023.109478
- Global Evapotranspiration Datasets Assessment Using Water Balance in South America A. Ruhoff et al. 10.3390/rs14112526
- Adaptation of the SIMPLE Model to Oilseed Flax (Linum usitatissimum L.) for Arid and Semi-Arid Environments Y. Li et al. 10.3390/agronomy12061267
- CA-discharge: Geo-Located Discharge Time Series for Mountainous Rivers in Central Asia B. Marti et al. 10.1038/s41597-023-02474-8
- A Satellite-Based Approach for Quantifying Terrestrial Water Cycle Intensity F. Zowam et al. 10.3390/rs15143632
- Spatial-temporal patterns of land surface evapotranspiration from global products R. Tang et al. 10.1016/j.rse.2024.114066
- Soil erosion assessment in the Blue Nile Basin driven by a novel RUSLE-GEE framework A. Elnashar et al. 10.1016/j.scitotenv.2021.148466
- A framework for separating natural and anthropogenic contributions to evapotranspiration of human-managed land covers in watersheds based on machine learning H. Zeng et al. 10.1016/j.scitotenv.2022.153726
- Global water use efficiency saturation due to increased vapor pressure deficit F. Li et al. 10.1126/science.adf5041
- geeSEBAL-MODIS: Continental-scale evapotranspiration based on the surface energy balance for South America B. Comini de Andrade et al. 10.1016/j.isprsjprs.2023.12.001
- Global evapotranspiration models and their performance at different spatial scales: Contrasting a latitudinal gradient against global catchments I. Fuentes et al. 10.1016/j.jhydrol.2023.130477
- Exploring evapotranspiration stress in China: A blending approach employing multi-source remote sensing proxies Y. Liu et al. 10.1016/j.ejrh.2024.101653
- Groundwater Management in an Uncommon and Artificial Aquifer Based on Kc Approach and MODIS ET Products for Irrigation Assessment in a Subtropical Island Z. Yang et al. 10.3390/rs14246304
- Global assessment of nature’s contributions to people Y. Liu et al. 10.1016/j.scib.2023.01.027
- Evaluations of Remote Sensing-Based Global Evapotranspiration Datasets at Catchment Scale in Mountain Regions Y. Jiang & Z. Liu 10.3390/rs13245096
- Application of the Observation‐Oriented CNOP‐P Sensitivity Analysis Method in Evapotranspiration Simulation and Prediction Over the Tibetan Plateau G. Sun et al. 10.1029/2022WR033216
- Water Deficit Caused by Land Use Changes and Its Implications on the Ecological Protection of the Endorheic Dalinor Lake Watershed in Inner Mongolia, China L. Wang et al. 10.3390/w15162882
- Assessing Variations in Water Use Efficiency and Linkages with Land-Use Changes Using Three Different Data Sources: A Case Study of the Yellow River, China H. Sun et al. 10.3390/rs14051065
- Partitioning of Precipitation Into Terrestrial Water Balance Components Under a Drying Climate H. Gardiya Weligamage et al. 10.1029/2022WR033538
- A global terrestrial evapotranspiration product based on the three-temperature model with fewer input parameters and no calibration requirement L. Yu et al. 10.5194/essd-14-3673-2022
Latest update: 19 Apr 2024
Short summary
Based on a site-pixel validation and comparison of different global evapotranspiration (ET) products, this paper aims to produce a synthesized ET which has a minimum level of uncertainty over as many conditions as possible from 1982 to 2019. Through a high-quality flux eddy covariance (EC) covering the globe, PML, SSEBop, MOD16A2105, and NTSG ET products were chosen to create the new dataset. It agreed well with flux EC ET and can be used without other datasets or further assessments.
Based on a site-pixel validation and comparison of different global evapotranspiration (ET)...
Altmetrics
Final-revised paper
Preprint