Evidence map›Paper›PMID 40603462›Full record

ArticleScientific reports2025

Monitoring water crisis from space across a Mediterranean region.

Wassim Mohamed Baba, Abdelghani Chehbouni, Youness Ouassanouan, Simon Gascoin, Marc Paganini, Giuseppe Ottavianelli, Zoltan Szantoi

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Wassim Mohamed Baba *Science, Applications Climate Department, European Space Agency, 00044, Frascati, Italy. Wassim.baba@um6p.ma.
Abdelghani ChehbouniCenter for Remote Sensing Applications (CRSA), Mohammed VI Polytechnic University (UM6P), Benguerir, Morocco.
Youness Ouassanouan *Center for Remote Sensing Applications (CRSA), Mohammed VI Polytechnic University (UM6P), Benguerir, Morocco.
Simon GascoinCentre d'Etudes Spatiales de La Biosphère, CNRS/CNES/IRD/INRA/UPS, Université de Toulouse, Toulouse, France.
Marc PaganiniScience, Applications Climate Department, European Space Agency, 00044, Frascati, Italy.
Giuseppe OttavianelliScience, Applications Climate Department, European Space Agency, 00044, Frascati, Italy.
Zoltan SzantoiScience, Applications Climate Department, European Space Agency, 00044, Frascati, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Water scarcity, driven by climate change and increased drying trends in the Mediterranean region, presents severe water availability and agricultural production shortages, particularly in North Africa. Morocco, a country with arid to semi-arid conditions, is facing a growing water demand, exacerbated by extreme climatic events such as droughts and inefficient water management. The agricultural sector, the country's major water consumer, is a pillar of Morocco's economy. Public policy in the sector has increased irrigated surfaces, contributing to a severe water resources shortage. This study utilizes satellite-based radar data to evaluate the spatial extent and status of Moroccan dams from 2018 to 2024. By focusing on significant reservoirs, particularly the Al Massira dam in the Oum Er-Rbia basin, this investigation aims to assess changes in surface water area and analyze the underlying factors contributing to these variations. Satellite radar data offers a cost-effective and reliable method for monitoring water level changes across large surface areas, compensating for the scarcity of in-situ measurements. The study's findings reveal an apparent decrease in surface water areas across Moroccan reservoirs, with significant declines observed between 2021 and 2023. Al Massira dam, in particular, experienced severe declines in water storage, dropping to less than 3% of its capacity since 2023. This decline is attributed to ongoing drought conditions, which have persisted since 2017, and unsustainable water extraction driven by the expansion of water-intensive crops under national agricultural policies such as the Green Morocco Plan (GMP). Regional disparities in water availability were also highlighted. While southern reservoirs experienced drastic reductions, northern reservoirs exhibited more stable water levels, reflecting the heterogeneous impact of climatic variability and, thus, precipitation patterns across the country. These findings demonstrate the effectiveness of radar data in monitoring dam water levels and underscore the urgent need for improved water management strategies, particularly in Morocco's central and southern regions, which rely heavily on reservoirs for agricultural and drinking water supplies.

Indexed as

Climate changeDamsGMPIntensive agricultureNorth AfricaRadar data

Identifiers

PMID40603462
PMCPMC12223215

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.