Articles | Volume 22, issue 2
https://doi.org/10.5194/hess-22-1351-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-22-1351-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Microwave implementation of two-source energy balance approach for estimating evapotranspiration
Thomas R. H. Holmes
CORRESPONDING AUTHOR
Hydrological Sciences Lab, NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
Christopher R. Hain
Earth Science Office, NASA Marshall Space Flight Center, Huntsville, AL, USA
Wade T. Crow
Hydrology and Remote Sensing Laboratory, USDA ARS, Beltsville, MD 20705, USA
Martha C. Anderson
Hydrology and Remote Sensing Laboratory, USDA ARS, Beltsville, MD 20705, USA
William P. Kustas
Hydrology and Remote Sensing Laboratory, USDA ARS, Beltsville, MD 20705, USA
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Cited
34 citations as recorded by crossref.
- Remote Sensing of Global Daily Evapotranspiration based on a Surface Energy Balance Method and Reanalysis Data X. Chen et al. 10.1029/2020JD032873
- Integrating eco-evolutionary optimality principle and land processes for evapotranspiration estimation M. Zou et al. 10.1016/j.jhydrol.2022.128855
- A Novel NIR–Red Spectral Domain Evapotranspiration Model From the Chinese GF-1 Satellite: Application to the Huailai Agricultural Region of China Y. Yao et al. 10.1109/TGRS.2020.3020125
- Developing machine learning models for wheat yield prediction using ground-based data, satellite-based actual evapotranspiration and vegetation indices M. Naghdyzadegan Jahromi et al. 10.1016/j.eja.2023.126820
- Assessing Evapotranspiration Models for Regional Implementation in the Mediterranean: A Comparative Analysis of STEPS, TSEB, and SCOPE with Global Datasets Z. Unnisa et al. 10.3390/app14177685
- Evaluation and verification of two evapotranspiration models based on precision screening and partitioning of field temperature data C. Xiao et al. 10.1016/j.agwat.2023.108166
- Impact of Insolation Data Source on Remote Sensing Retrievals of Evapotranspiration over the California Delta M. Anderson et al. 10.3390/rs11030216
- What Rainfall Does Not Tell Us—Enhancing Financial Instruments with Satellite-Derived Soil Moisture and Evaporative Stress M. Enenkel et al. 10.3390/rs10111819
- Land transpiration-evaporation partitioning errors responsible for modeled summertime warm bias in the central United States J. Dong et al. 10.1038/s41467-021-27938-6
- Soil Moisture–Evapotranspiration Overcoupling and L-Band Brightness Temperature Assimilation: Sources and Forecast Implications W. Crow et al. 10.1175/JHM-D-20-0088.1
- Towards Estimating Land Evaporation at Field Scales Using GLEAM B. Martens et al. 10.3390/rs10111720
- Dryland evapotranspiration from remote sensing solar-induced chlorophyll fluorescence: Constraining an optimal stomatal model within a two-source energy balance model J. Bu et al. 10.1016/j.rse.2024.113999
- Improving Soil Moisture and Surface Turbulent Heat Flux Estimates by Assimilation of SMAP Brightness Temperatures or Soil Moisture Retrievals and GOES Land Surface Temperature Retrievals Y. Lu et al. 10.1175/JHM-D-19-0130.1
- The impact of clear-sky biases of land surface temperature on monthly evapotranspiration estimation X. Pan et al. 10.1016/j.jag.2024.103811
- Evaluations of MODIS and microwave based satellite evapotranspiration products under varied cloud conditions over East Asia forests Y. Wang et al. 10.1016/j.rse.2021.112606
- Surface Energy Flux Estimation in Two Boreal Settings in Alaska Using a Thermal-Based Remote Sensing Model J. Cristóbal et al. 10.3390/rs12244108
- Amazon Hydrology From Space: Scientific Advances and Future Challenges A. Fassoni‐Andrade et al. 10.1029/2020RG000728
- Application of the two-source energy balance model with microwave-derived soil moisture in a semi-arid agricultural region Y. Xu et al. 10.1016/j.jag.2022.102879
- A brief history of the thermal IR-based Two-Source Energy Balance (TSEB) model – diagnosing evapotranspiration from plant to global scales M. Anderson et al. 10.1016/j.agrformet.2024.109951
- Global Investigation of Soil Moisture and Latent Heat Flux Coupling Strength F. Lei et al. 10.1029/2018WR023469
- Satellite Remote Sensing for Water Resources Management: Potential for Supporting Sustainable Development in Data‐Poor Regions J. Sheffield et al. 10.1029/2017WR022437
- Soil Evaporation Stress Determines Soil Moisture‐Evapotranspiration Coupling Strength in Land Surface Modeling J. Dong et al. 10.1029/2020GL090391
- Evaluation of evapotranspiration estimation under cloud impacts over China using ground observations and multiple satellite optical and microwave measurements Y. Wang et al. 10.1016/j.agrformet.2021.108806
- Energy-Based Approaches in Estimating Actual Evapotranspiration Focusing on Land Surface Temperature: A Review of Methods, Concepts, and Challenges M. Taheri et al. 10.3390/en15041264
- Using high-spatiotemporal thermal satellite ET retrievals to monitor water use over California vineyards of different climate, vine variety and trellis design K. Knipper et al. 10.1016/j.agwat.2020.106361
- Global relationships among traditional reflectance vegetation indices (NDVI and NDII), evapotranspiration (ET), and soil moisture variability on weekly timescales J. Joiner et al. 10.1016/j.rse.2018.10.020
- Evaluation of remote sensing-based evapotranspiration products at low-latitude eddy covariance sites D. Salazar-Martínez et al. 10.1016/j.jhydrol.2022.127786
- Land Surfaces at the Tipping‐Point for Water and Energy Balance Coupling J. Dong et al. 10.1029/2022WR032472
- Advancements in earth observation for water resources monitoring and management in Africa: A comprehensive review T. Dube et al. 10.1016/j.jhydrol.2023.129738
- Global ecosystem-scale plant hydraulic traits retrieved using model–data fusion Y. Liu et al. 10.5194/hess-25-2399-2021
- Advances in the Remote Sensing of Terrestrial Evaporation M. McCabe et al. 10.3390/rs11091138
- Improving parameterization of an evapotranspiration estimation model with eddy covariance measurements for a regional irrigation scheduling program A. Talib et al. 10.1016/j.agrformet.2024.109967
- Retrieval of All-Sky Land Surface Temperature Considering Penetration Effect Using Spaceborne Thermal and Microwave Radiometry M. Zou et al. 10.1109/TGRS.2023.3317319
- Potential of remote sensing surface temperature- and evapotranspiration-based land-atmosphere coupling metrics for land surface model calibration J. Zhou et al. 10.1016/j.rse.2023.113557
34 citations as recorded by crossref.
- Remote Sensing of Global Daily Evapotranspiration based on a Surface Energy Balance Method and Reanalysis Data X. Chen et al. 10.1029/2020JD032873
- Integrating eco-evolutionary optimality principle and land processes for evapotranspiration estimation M. Zou et al. 10.1016/j.jhydrol.2022.128855
- A Novel NIR–Red Spectral Domain Evapotranspiration Model From the Chinese GF-1 Satellite: Application to the Huailai Agricultural Region of China Y. Yao et al. 10.1109/TGRS.2020.3020125
- Developing machine learning models for wheat yield prediction using ground-based data, satellite-based actual evapotranspiration and vegetation indices M. Naghdyzadegan Jahromi et al. 10.1016/j.eja.2023.126820
- Assessing Evapotranspiration Models for Regional Implementation in the Mediterranean: A Comparative Analysis of STEPS, TSEB, and SCOPE with Global Datasets Z. Unnisa et al. 10.3390/app14177685
- Evaluation and verification of two evapotranspiration models based on precision screening and partitioning of field temperature data C. Xiao et al. 10.1016/j.agwat.2023.108166
- Impact of Insolation Data Source on Remote Sensing Retrievals of Evapotranspiration over the California Delta M. Anderson et al. 10.3390/rs11030216
- What Rainfall Does Not Tell Us—Enhancing Financial Instruments with Satellite-Derived Soil Moisture and Evaporative Stress M. Enenkel et al. 10.3390/rs10111819
- Land transpiration-evaporation partitioning errors responsible for modeled summertime warm bias in the central United States J. Dong et al. 10.1038/s41467-021-27938-6
- Soil Moisture–Evapotranspiration Overcoupling and L-Band Brightness Temperature Assimilation: Sources and Forecast Implications W. Crow et al. 10.1175/JHM-D-20-0088.1
- Towards Estimating Land Evaporation at Field Scales Using GLEAM B. Martens et al. 10.3390/rs10111720
- Dryland evapotranspiration from remote sensing solar-induced chlorophyll fluorescence: Constraining an optimal stomatal model within a two-source energy balance model J. Bu et al. 10.1016/j.rse.2024.113999
- Improving Soil Moisture and Surface Turbulent Heat Flux Estimates by Assimilation of SMAP Brightness Temperatures or Soil Moisture Retrievals and GOES Land Surface Temperature Retrievals Y. Lu et al. 10.1175/JHM-D-19-0130.1
- The impact of clear-sky biases of land surface temperature on monthly evapotranspiration estimation X. Pan et al. 10.1016/j.jag.2024.103811
- Evaluations of MODIS and microwave based satellite evapotranspiration products under varied cloud conditions over East Asia forests Y. Wang et al. 10.1016/j.rse.2021.112606
- Surface Energy Flux Estimation in Two Boreal Settings in Alaska Using a Thermal-Based Remote Sensing Model J. Cristóbal et al. 10.3390/rs12244108
- Amazon Hydrology From Space: Scientific Advances and Future Challenges A. Fassoni‐Andrade et al. 10.1029/2020RG000728
- Application of the two-source energy balance model with microwave-derived soil moisture in a semi-arid agricultural region Y. Xu et al. 10.1016/j.jag.2022.102879
- A brief history of the thermal IR-based Two-Source Energy Balance (TSEB) model – diagnosing evapotranspiration from plant to global scales M. Anderson et al. 10.1016/j.agrformet.2024.109951
- Global Investigation of Soil Moisture and Latent Heat Flux Coupling Strength F. Lei et al. 10.1029/2018WR023469
- Satellite Remote Sensing for Water Resources Management: Potential for Supporting Sustainable Development in Data‐Poor Regions J. Sheffield et al. 10.1029/2017WR022437
- Soil Evaporation Stress Determines Soil Moisture‐Evapotranspiration Coupling Strength in Land Surface Modeling J. Dong et al. 10.1029/2020GL090391
- Evaluation of evapotranspiration estimation under cloud impacts over China using ground observations and multiple satellite optical and microwave measurements Y. Wang et al. 10.1016/j.agrformet.2021.108806
- Energy-Based Approaches in Estimating Actual Evapotranspiration Focusing on Land Surface Temperature: A Review of Methods, Concepts, and Challenges M. Taheri et al. 10.3390/en15041264
- Using high-spatiotemporal thermal satellite ET retrievals to monitor water use over California vineyards of different climate, vine variety and trellis design K. Knipper et al. 10.1016/j.agwat.2020.106361
- Global relationships among traditional reflectance vegetation indices (NDVI and NDII), evapotranspiration (ET), and soil moisture variability on weekly timescales J. Joiner et al. 10.1016/j.rse.2018.10.020
- Evaluation of remote sensing-based evapotranspiration products at low-latitude eddy covariance sites D. Salazar-Martínez et al. 10.1016/j.jhydrol.2022.127786
- Land Surfaces at the Tipping‐Point for Water and Energy Balance Coupling J. Dong et al. 10.1029/2022WR032472
- Advancements in earth observation for water resources monitoring and management in Africa: A comprehensive review T. Dube et al. 10.1016/j.jhydrol.2023.129738
- Global ecosystem-scale plant hydraulic traits retrieved using model–data fusion Y. Liu et al. 10.5194/hess-25-2399-2021
- Advances in the Remote Sensing of Terrestrial Evaporation M. McCabe et al. 10.3390/rs11091138
- Improving parameterization of an evapotranspiration estimation model with eddy covariance measurements for a regional irrigation scheduling program A. Talib et al. 10.1016/j.agrformet.2024.109967
- Retrieval of All-Sky Land Surface Temperature Considering Penetration Effect Using Spaceborne Thermal and Microwave Radiometry M. Zou et al. 10.1109/TGRS.2023.3317319
- Potential of remote sensing surface temperature- and evapotranspiration-based land-atmosphere coupling metrics for land surface model calibration J. Zhou et al. 10.1016/j.rse.2023.113557
Latest update: 05 Nov 2024
Short summary
In an effort to apply cloud-tolerant microwave data to satellite-based monitoring of evapotranspiration (ET), this study reports on an experiment where microwave-based land surface temperature is used as the key diagnostic input to a two-source energy balance method for the estimation of ET. Comparisons of this microwave ET with the conventional thermal infrared estimates show widespread agreement in spatial and temporal patterns from seasonal to inter-annual timescales over Africa and Europe.
In an effort to apply cloud-tolerant microwave data to satellite-based monitoring of...