Evidence map›Paper›PMID 41522427›Full record

ArticleGlobal challenges (Hoboken, NJ)2026

Intensifying Drought Patterns and Agricultural Water Stress in Erbil Governorate, Iraq: A Spatiotemporal Climate Analysis.

Karrar Mahdi, Heman Abdulkhaleq A Gaznayee, Payman Hussein Aliehsan, Sara H Zaki, Dawod R Keya, Kawa Hakzi, Fuad Alqrinawi, Michel Riksen

Abstract read
In one paragraph

Article in Global challenges (Hoboken, NJ), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Karrar MahdiSoil Physics and Land Management Group Wageningen University & Research Wageningen Netherlands.
Heman Abdulkhaleq A GaznayeeDepartment of Forestry College of Agriculture Engineering Science Salahaddin University-Erbil Erbil Iraq.
Payman Hussein AliehsanDepartment of Forestry College of Agriculture Engineering Science Salahaddin University-Erbil Erbil Iraq.
Sara H ZakiDepartment of Forestry College of Agriculture Engineering Science Salahaddin University-Erbil Erbil Iraq.
Dawod R KeyaTISHK Center for Kurdistan Studies Cologne Germany.
Kawa HakziSoil and Water Department College of Agricultural Engineering Sciences Salahaddin University-Erbil Erbil Iraq.
Fuad AlqrinawiSchool of Geography Earth and Environmental Sciences University of Birmingham Edgbaston UK.ORCID https://orcid.org/0009-0001-2847-0560
Michel RiksenSoil Physics and Land Management Group Wageningen University & Research Wageningen Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Drought is a prolonged lack of rainfall that causes water shortages for agricultural land by reducing soil moisture and limiting crop yields. This study assesses the impacts of drought in Erbil, Iraq, using 28 years of data from the southern, central, and northern regions. A soil-water-balance framework integrates precipitation with reference evapotranspiration (ETo), crop evapotranspiration (ETc), and actual evapotranspiration measures to address seasonal water deficits. According to the Standardized Precipitation Index (SPI), the area experienced basin-wide droughts in 1998-2000, 2007-2009, a renewed event in 2020-2021, and significant negative anomalies in 2024-2025. Analyzing drought frequency shows that "near-normal" conditions are most common (around 57%-79%), with occasional moderate to extreme events. The study reveals that winter wheat undergoes severe stress, with ETc reaching 200-250 mm month during dry years and ETa dropping to 15-30 mm/month, resulting in June deficits of nearly 277 mm. It also notes high variation in annual precipitation, with coefficients of variation (CV) ranging from 26.1% to 51.7%. ARIMA (1,0,1) models suggest weak persistence and zone-specific accuracy, with MAPE values of 37.8% in the south, 33.9% in the central region, and 28.8% in the north. The results underscore the importance of climate-resilient water and agricultural planning.

Indexed as

agricultural water managementclimate indicesdrought patternsevapotranspiration, SPIspatiotemporal analysis

Identifiers

PMID41522427
PMCPMC12780349

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.