Search engine for discovering works of Art, research articles, and books related to Art and Culture
ShareThis
Javascript must be enabled to continue!

Hydrological regime of Sahelian small water bodies from combined Sentinel-2 MSI and Sentinel-3 SRAL data

View through CrossRef
<p class="western" align="justify"><span lang="en-GB">Sahelian small water bodies are critical resources that people use for multiple purposes: irrigation, fishing, bathing, drinking water, livestock watering. Better understanding their hydrological regimes and quantify water inflows and outflows is necessary to achieve better management of these water bodies. Thanks to satellite technological advances allowing regular monitoring in space and time, remote sensing techniques provide a major tool to do this. In this work we develop a remote sensing based method to quantify water fluxes in Sahelian small water bodies. </span></p> <p class="western" align="justify"><span lang="en-GB">Water heights from Sentinel-3 SAR Radar Altimeter (SRAL) </span><span lang="en-GB">are combined with</span><span lang="en-GB"> water areas estimated through MNDWI thresholding on Sentinel-2 Multispectral Instrument (MSI) images (using Google Earth Engine) to create a height-area curve for each studied lake. Dense water height time series are then obtained by pooling water height from both altimetry and optical data. Water height variations are compared to evaporative losses, estimated by the Penman–Monteith method with data from ECMWF ERA5, to analyse water fluxes during the dry season, when precipitation is null. </span></p> <p class="western" align="justify"><span lang="en-GB">This method is applied on 37 lakes in the Central Sahel (Mali, Burkina Faso and Niger), whose areas range from 0.04 km</span><sup><span lang="en-GB">2</span></sup><span lang="en-GB"> to 37.91 km</span><sup><span lang="en-GB">2</span></sup><span lang="en-GB">, over the five year period 2016-2020. The five-year averaged dry-season difference between water height decrease and evaporation varies from –12.45 mm.d</span><sup><span lang="en-GB">-1</span></sup><span lang="en-GB"> to 9.71 mm.d</span><sup><span lang="en-GB">-1</span></sup><span lang="en-GB">. Lakes display three different regimes: a net water loss (i.e. water height decrease greater than evaporation), a net water supply, and a balanced behaviour (i.e. water losses correspond to evaporation). </span></p> <p class="western" align="justify"><span lang="en-GB">Water supply is mainly observed in lakes in the the Inner Niger Delta and it is likely due to connections to the Niger River hydrographic network. The main flood in the Inner Niger Delta occurs indeed after the end of the rainy season. Water loss is mainly found in the centre of Burkina Faso and correspond to water withdrawal for small-scale irrigation. Interannual variability is related to changes in rainfall, in the length of the dry season, and in anthropogenic actions. Only 6 out of 37 lakes show a change in regime from positive to negative or vice versa within the study period. One of these lakes is a reservoir whose infrastructure was damaged by attacks during conflicts which caused leaks.</span></p> <p class="western" align="justify"><span lang="en-GB">The remote sensing method developed allows </span><span lang="en-GB">to better</span><span lang="en-GB"> understand the regime of small Sahelian water bodies and assessing water fluxes and anthropogenic water withdrawals. Oncoming SWOT data will allow to apply this approach to a much larger number of water bodies in this region and more generally in semi-arid areas.</span></p>
Title: Hydrological regime of Sahelian small water bodies from combined Sentinel-2 MSI and Sentinel-3 SRAL data
Description:
<p class="western" align="justify"><span lang="en-GB">Sahelian small water bodies are critical resources that people use for multiple purposes: irrigation, fishing, bathing, drinking water, livestock watering.
Better understanding their hydrological regimes and quantify water inflows and outflows is necessary to achieve better management of these water bodies.
Thanks to satellite technological advances allowing regular monitoring in space and time, remote sensing techniques provide a major tool to do this.
In this work we develop a remote sensing based method to quantify water fluxes in Sahelian small water bodies.
</span></p> <p class="western" align="justify"><span lang="en-GB">Water heights from Sentinel-3 SAR Radar Altimeter (SRAL) </span><span lang="en-GB">are combined with</span><span lang="en-GB"> water areas estimated through MNDWI thresholding on Sentinel-2 Multispectral Instrument (MSI) images (using Google Earth Engine) to create a height-area curve for each studied lake.
Dense water height time series are then obtained by pooling water height from both altimetry and optical data.
Water height variations are compared to evaporative losses, estimated by the Penman–Monteith method with data from ECMWF ERA5, to analyse water fluxes during the dry season, when precipitation is null.
</span></p> <p class="western" align="justify"><span lang="en-GB">This method is applied on 37 lakes in the Central Sahel (Mali, Burkina Faso and Niger), whose areas range from 0.
04 km</span><sup><span lang="en-GB">2</span></sup><span lang="en-GB"> to 37.
91 km</span><sup><span lang="en-GB">2</span></sup><span lang="en-GB">, over the five year period 2016-2020.
The five-year averaged dry-season difference between water height decrease and evaporation varies from –12.
45 mm.
d</span><sup><span lang="en-GB">-1</span></sup><span lang="en-GB"> to 9.
71 mm.
d</span><sup><span lang="en-GB">-1</span></sup><span lang="en-GB">.
Lakes display three different regimes: a net water loss (i.
e.
water height decrease greater than evaporation), a net water supply, and a balanced behaviour (i.
e.
water losses correspond to evaporation).
</span></p> <p class="western" align="justify"><span lang="en-GB">Water supply is mainly observed in lakes in the the Inner Niger Delta and it is likely due to connections to the Niger River hydrographic network.
The main flood in the Inner Niger Delta occurs indeed after the end of the rainy season.
Water loss is mainly found in the centre of Burkina Faso and correspond to water withdrawal for small-scale irrigation.
Interannual variability is related to changes in rainfall, in the length of the dry season, and in anthropogenic actions.
Only 6 out of 37 lakes show a change in regime from positive to negative or vice versa within the study period.
One of these lakes is a reservoir whose infrastructure was damaged by attacks during conflicts which caused leaks.
</span></p> <p class="western" align="justify"><span lang="en-GB">The remote sensing method developed allows </span><span lang="en-GB">to better</span><span lang="en-GB"> understand the regime of small Sahelian water bodies and assessing water fluxes and anthropogenic water withdrawals.
Oncoming SWOT data will allow to apply this approach to a much larger number of water bodies in this region and more generally in semi-arid areas.
</span></p>.

Related Results

Sentinel-3A SRAL Global Statistical Assessment and Cross-Calibration with Jason-3
Sentinel-3A SRAL Global Statistical Assessment and Cross-Calibration with Jason-3
The Sentinel-3A satellite, equipped with Synthetic Aperture Radar (SAR) Altimeter (SRAL) instrument to derive sea surface height, significant wave height and surface wind speed ove...
Multi-Resolution Ocean Color roducts to support the Copernicus Marine High-Resolution Coastal Service 
Multi-Resolution Ocean Color roducts to support the Copernicus Marine High-Resolution Coastal Service 
High-quality satellite-based ocean colour products can provide valuable support and insights in the management and monitoring of coastal ecosystems. Today’s availability ...
Clinical and epigenetic features of colorectal cancer patients with somatic POLE proofreading mutations
Clinical and epigenetic features of colorectal cancer patients with somatic POLE proofreading mutations
Abstract Background Mutations in the POLE gene result in an ultra-hypermutated phenotype in colorectal cancer (CRC); however, the molecular characte...
Abstract 7560: Microsatellite instability (MSI) detection using flow-based sequencing
Abstract 7560: Microsatellite instability (MSI) detection using flow-based sequencing
Abstract Background: Microsatellite instability (MSI) is an important genomic biomarker associated with various cancers and hereditary conditions. Accurate and effic...
Radiometric cross-calibration of Sentinel-2B MSI with HY-1C SCS based on the near simultaneous imaging of common ground targets
Radiometric cross-calibration of Sentinel-2B MSI with HY-1C SCS based on the near simultaneous imaging of common ground targets
To simplify the cross-calibration process and improve calibration frequency and accuracy, this paper proposes a cross-calibration method for the multispectral remote sensor Multi-S...
Cross-modal interactions between auditory attention and oculomotor control
Cross-modal interactions between auditory attention and oculomotor control
Abstract Microsaccades are small, involuntary eye movements that occur during fixation. Their role is debated with recent hypotheses proposing a contribution to aut...
Microsatellite unstable gastrointestinal neuroendocrine carcinomas: a new clinicopathologic entity
Microsatellite unstable gastrointestinal neuroendocrine carcinomas: a new clinicopathologic entity
Gastroenteropancreatic (GEP) neuroendocrine carcinomas (NECs) and mixed adenoneuroendocrine carcinomas (MANECs) are heterogeneous neoplasms characterized by poor outcome. Microsate...

Back to Top