Join us for the ET4FAO Final Virtual Workshop

Join us for the ET4FAO Final Virtual Workshop

17 MAY 2021

ET4FAO final workshop, May 25 from 13:00 – 15:00 CET

Agenda:

13:00-13:10        Introduction, Radoslaw Guzinski, DHI GRAS

13:10-13:20        WaPOR portal and ET products, Livia Peiser, FAO

13:20-14:00        ET4FAO methods, Radoslaw Guzinski, DHI GRAS

14:00-14:30        ET maps inspection and validation, Hector Nieto, Complutig

14:30-14:55        Copernicus-based ET, Benjamin Koetz, ESA

14:55-15:00        Conclusions, Radoslaw Guzinski, DHI GRAS

Growing populations and associated increase in food production, together with shifting weather patterns due to climate change, are putting increased pressure on fresh water resources. A large majority of worldwide fresh water withdrawals are for agricultural use and specifically for crop irrigation. For example, in the Mediterranean region the agricultural water use can comprise up to 70% of withdrawn fresh water. Therefore, the use of modern technology to improve crop water use efficiency at field, as well as at regional and national levels, is an urgent necessity.

Satellite-based Earth Observation (EO) is an example of such a technology which could have significant impact on agricultural water use. In particular, a combination of thermal and optical observations can be used to estimate the actual evaporation (E) from the soil and transpiration (T) from the vegetation, which taken together are called evapotranspiration (ET) and represent the actual flux of water from the land surface into the atmosphere.

By utilizing the knowledge of ET at appropriate spatial and temporal scales, it is possible to better allocate water used for irrigation, thus increasing the sustainability of agriculture and hence ensuring the livelihoods of farmers in a changing climate. At the same time, the EO-derived ET maps can be used for national-scale water use accounting and water productivity monitoring, which are required reporting on Sustainable Development Goal indicator 6.4.1, and can be used to plan and execute national water strategies.

The Copernicus Sentinel satellite constellation holds all the required spatial, temporal and spectral properties required for mapping of ET at different spatial scales. As part of our ESA funded project “Increasing crop water use efficiency at multiple scales using sentinel evapotranspiration – ET4FAO”, we have evaluated the suitability of using Copernicus data (in particular Sentinel-2 and Sentinel-3 satellite observations and ERA5 meteorological data) and methods developed in the “Sen-ET project” to produce national-scale ET maps which are consistent at multiple spatial resolutions (20 m to 300 m). Such ET data will be critical to consistently map and monitor water use efficiency from field to national levels and could be used during the evolution of FAO’s WaPOR portal.

Under the framework of ET4FAO, we are hosting a final workshop on May 25, from 13:00 – 15:00 CET, entitled “Consistent Estimation of Evapotranspiration at Multiple Spatial Scales Using Copernicus Data”, together with ESA and our partners in FAO and COMPLUTIG, where we will present the outputs and lessons learned.

This workshop will outline the methods developed during the project, showcase Copernicus based ET maps which are available here, and present validation against field measurements and comparison with WaPOR products. The future potential of Copernicus-based ET products will be also discussed.

The workshop is targeted to experts in remote sensing in the field of agriculture and hydrology.

Increasing Crop Water Use Efficiency at Multiple Scales Using Sentinel Evapotranspiration – ET4FAO

Why is it important?

With increasing pressure on fresh water resources, and up to 70% of those resources used in crop irrigation, it is important to monitor and improve crop water use efficiency from field to national scales.

Project highlights:

Evaporanspiration maps covering Lebanon and Tunisia were produced and are available from et4fao.dhigroup.com

Covering a wide range of metocean parameters with expert assessment of quality and only including sufficiently reliable data.

Robust scientific analysis of the new evapotranspiration products and maps available from WaPOR portal is conducted.

In more detail..

The Food and Agriculture Organization (FAO), the custodian agency of SDG indicators 6.4.1 and 6.4.2, is running a portal called Water Productivity Open-access portal (WaPOR) to encourage the use of satellite data in crop water use efficiency monitoring. The WaPOR portal currently relies on Terra and Aqua, PROBA-V and Landsat satellite data, many of which are at the end of their expected lifetime. In this project we perform robust, scientific analysis of the possibility to use Copernicus data (especially observations from the Sentinel-2 and Sentinel-3 satellites) in place of the legacy satellites, to produce national maps of evapotranspiration able to capture field-scale crop water use.

The project builds upon methodologies developed during the ESA-funded Sen-ET project. During that project, a robust method was developed to estimate land-surface energy fluxes, including evapotranspiration, at field-scale using Sentinel-2 and Sentinel-3 data, despite the absence of a high-resolution thermal sensor in the Sentinel constellation. The method consisted of a machine-learning data fusion algorithm for sharpening land surface temperature measured by Sentinel-3 at 1 km to the 20 m spatial resolution of Sentinel-2, followed by a physically based modelling of land-surface energy fluxes. In ET4FAO we apply this technique to produce evapotranspiration maps covering the whole of Lebanon and Tunisia at 20 m, 100 m and 300 m spatial resolutions. Those maps are then compared against products available from the FAO WaPOR portal and validated against independent field measurements.

European Space Agency:

The project in funded by ESA as part of the EO Science for Society Open Call. It is a partnership between scientists from DHI GRAS and COMPLUTIG (Spain) with FAO acting as the main stakeholder.

EOatDHI part of the DHI GROUP

gras@dhigroup.com
+45 4516 9100

Agern Alle 5,
2970 Hørsholm,
Denmark

CVR: 36466871

SEN-ET

evapotranspiration SEN-ET

Why is it important?

A growing population and economy together with climate change are putting pressure on fresh water availability around the globe.

SEN-ET is the Estimation of evapotranspiration (ET) based on the Sentinel satellites. By providing insights in ET we can improve irrigation efficiency. Thus assisting in monitoring several of the UN Sustainable Development Goals (SDGs), in particular: SDG2 – zero hunger, and SDG6 – clean water and sanitation.

Project highlights:

Developing an optimal methodology for estimating ET at both fine (tens of meters) and coarse (kilometer) spatial scales, based on synergistic use of Sentinel 2 and Sentinel 3 satellites’ observations

Robustly validating the estimated ET in numerous land use classes and climatic conditions, with special focus on agricultural areas

Implementing the method as an open source application, with free and open access to the code and application, integrated into existing software tools

In more detail..

SEN-ET (SENtinel EvapoTranspiration) is an Earth Observation application project funded by the European Space Agency (ESA).

The main objective of SEN-ET is to develop an open source implementation method for estimation of evapotranspiration, both at fine (tens of meters) and coarse (kilometre) spatial scales, based on the synergistic use of Sentinel 2 and 3 satellites.

The project focuses on agricultural applications of ET but also involves evaluating the model output in other land-covers (e.g. forest).

The project consists of three phases:

1. Reviewing of existing methodologies for estimation of ET and for bridging the spatial gap between S2 and S3 observations.

2. Prototyping and benchmarking the most promising approaches and evaluating the outputs in a number of ecosystems.

3. Fully implementing the best performing approach as an open-source software application.

A number of key users are expected to benefit from the developed ET modelling application.
Among them are:

European Space Agency:

The European Space Agency (ESA) is the European space programme and its mission is to explore Earth, its immediate space environment, our Solar System and the Universe.

ESA also works closely with space organisations outside Europe to develop satellite-based technologies and services, and to promote European industries.

EOatDHI part of the DHI GROUP

gras@dhigroup.com
+45 4516 9100

Agern Alle 5,
2970 Hørsholm,
Denmark

CVR: 36466871