Global daily 1-km actual evapotranspiration from 2000 to 2021 (ETMonitor-1km_2000-2021)

Dataset Overview

The evapotranspiration (ET) in this product refers to the actual land surface evapotranspiration, which is the sum of vegetation transpiration, canopy rainfall interception loss, soil evaporation, open water evaporation, and ice/snow sublimation. ET is an essential ecohydrological process that links the energy, water and carbon cycles of the land surface and plays a critical role in the Earth system. Accurate estimation of land surface ET is not only of great significance for the study of the water cycle and energy exchange processes of the Earth system, but is also valuable for applications in the effective management of water and land resources, monitoring of crop water requirements for irrigation scheduling, flood/drought monitoring and assessment for disaster management, and many others. This data product was generated using the ETMonitor model in combination with multi-source remote sensing data and reanalysis data. The ETMonitor model established a multi-parameterization scheme to estimate the evapotranspiration components (vegetation transpiration, canopy rainfall interception loss, soil evaporation, water surface evaporation, snow and ice sublimation), taking into account the simulation of the energy balance, water balance and plant physiological processes that control the surface energy and water exchanges. All the ET components of each remote sensing pixel were first estimated, and the total actual ET of each pixel was obtained by accumulating the ET components. The validation was conducted using flux observations from the 251 ground flux sites around the world, covering a wide range of terrestrial ecosystems as well as water and snow/ice surfaces. The validation result showed that the Root Mean Square Error of daily evapotranspiration of this product generated by the ETMonitor model was 0.93mm/day. The unit of the evapotranspiration in this product is mm/day, with a conversion factor of 0.01.

Spatial Resolution: 1000m

Time Resolution: Daily

Product Number: XDA19030203_006

Create Institution: International Research Center of Big Data for Sustainable Development Goals

Created By: Chaolei Zheng, Li Jia, Guangcheng Hu

Creation Date: 2023-03-22T05:41:16.751Z

File Size: 22

Data Format: GeoTiff

Type Of Data: grid

Data Label:

Naming Convention

This product uses the WGS84 coordinate system with latitude and longitude projection (EPSG: 4326). Data are stored in GeoTIFF format. Each file contains one data layer (band) of daily evapotranspiration over the land surface of the globe. The unit of the evapotranspiration in this product is mm/day, with a conversion factor of 0.01.

Paper Citation

Chaolei Zheng, Li Jia, Guangcheng Hu. 2022. Global Land Surface Evapotranspiration Monitoring by ETMonitor Model Driven by Multisource Satellite Earth Observations. Journal of Hydrology, 613: 128444. https://doi.org/10.1016/j.jhydrol.2022.128444

Chaolei Zheng, Li Jia. 2020. Global canopy rainfall interception loss derived from satellite earth observations. Ecohydrology, 13(2): e2186. https://doi.org/10.1002/eco.2186

Guangcheng Hu, Li Jia. 2015. Monitoring of evapotranspiration in a semi-arid inland river basin by combining microwave and optical remote sensing observations. Remote Sensing, 7(3), 3056-3087. https://doi.org/10.3390/rs70303056

Data Citation

Chaolei Zheng, Li Jia, Guangcheng Hu. Global daily 1-km actual evapotranspiration from 2000 to 2021 (ETMonitor-1km_2000-2021), Beijing: International Research Center of Big Data for Sustainable Development Goals (CBAS), 2023. doi: 10.12237/casearth.640f012a819aec3f2b52a4b6

Data Licence Agreement

Users of this data product shall clearly indicate the source and the authors of "Global daily 1-km actual evapotranspiration from 2000 to 2021" in all forms of their research output (including, but not limited to, published and unpublished papers/reports, theses, monographs, data products, and other academic output) generated by using this data product, and shall cite the corresponding references. The data producers shall not be liable for any loss arising from the use of this data product. The boundaries and masks used in the maps do not represent an official opinion or endorsement by the data producers.