Spatiotemporal Dynamics and Driving Factors of 0–200 cm Soil Water Storage on the Loess Plateau During 2000–2024

To elucidate the long-term changes and driving mechanisms of soil moisture on the Loess Plateau under large-scale ecological restoration, this study analyzed 0–200 cm profile soil water storage from 2000 to 2024 together with precipitation, temperature, and NDVI data. Theil–Sen trend estimation, the Mann–Kendall test, partial correlation analysis, and residual trend analysis were employed to systematically investigate the spatiotemporal variations in soil water storage, its responses to climatic and vegetation factors, and the relative roles of climatic and non-climatic factors. The results showed that soil water storage on the Loess Plateau exhibited pronounced spatial heterogeneity and an overall increasing trend during 2000–2024. Areas with significant and non-significant increases accounted for 52.22% and 41.25% of the study area, respectively, whereas decreasing areas accounted for only 6.53%. Soil water storage was generally positively correlated with precipitation and NDVI, with significant positive correlations covering 80.4% and 90.6% of the study area, respectively. In contrast, soil water storage was predominantly negatively correlated with temperature, with significant negative correlations occurring across 92.3% of the study area. Areas with increasing residual trends accounted for 85% of the study area. The mean relative contributions of climatic and non-climatic factors to changes in soil water storage were 47% and 53%, respectively, indicating that soil water storage dynamics were jointly influenced by hydrothermal climatic conditions and non-climatic factors, including vegetation restoration and land-use change. Overall, soil moisture conditions within the 0–200 cm soil profile of the Loess Plateau improved over the past 25 years, although localized water limited areas remained at risk of soil water storage decline. Ecological restoration should therefore account for regional water resource carrying capacity and optimize vegetation types and planting density to promote coordinated development between ecosystem restoration and water security.

Authors

Institutions

Publication Details

Journal
Water
Published
2026-09-13
DOI
https://doi.org/10.3390/w18182279
Primary Topic
Soil Moisture and Remote Sensing
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Spatiotemporal Dynamics and Driving Factors of 0–200 cm Soil Water Storage on the Loess Plateau During 2000–2024

Xiaoyu Niu, Wande Gao, Hui Yuan, Fang Li
Water
Soil Moisture and Remote Sensing
article

Spatiotemporal Dynamics and Driving Factors of 0–200 cm Soil Water Storage on the Loess Plateau During 2000–2024

Xiaoyu Niu, Wande Gao, Hui Yuan, Fang Li
article en

Abstract

To elucidate the long-term changes and driving mechanisms of soil moisture on the Loess Plateau under large-scale ecological restoration, this study analyzed 0–200 cm profile soil water storage from 2000 to 2024 together with precipitation, temperature, and NDVI data. Theil–Sen trend estimation, the Mann–Kendall test, partial correlation analysis, and residual trend analysis were employed to systematically investigate the spatiotemporal variations in soil water storage, its responses to climatic and vegetation factors, and the relative roles of climatic and non-climatic factors. The results showed that soil water storage on the Loess Plateau exhibited pronounced spatial heterogeneity and an overall increasing trend during 2000–2024. Areas with significant and non-significant increases accounted for 52.22% and 41.25% of the study area, respectively, whereas decreasing areas accounted for only 6.53%. Soil water storage was generally positively correlated with precipitation and NDVI, with significant positive correlations covering 80.4% and 90.6% of the study area, respectively. In contrast, soil water storage was predominantly negatively correlated with temperature, with significant negative correlations occurring across 92.3% of the study area. Areas with increasing residual trends accounted for 85% of the study area. The mean relative contributions of climatic and non-climatic factors to changes in soil water storage were 47% and 53%, respectively, indicating that soil water storage dynamics were jointly influenced by hydrothermal climatic conditions and non-climatic factors, including vegetation restoration and land-use change. Overall, soil moisture conditions within the 0–200 cm soil profile of the Loess Plateau improved over the past 25 years, although localized water limited areas remained at risk of soil water storage decline. Ecological restoration should therefore account for regional water resource carrying capacity and optimize vegetation types and planting density to promote coordinated development between ecosystem restoration and water security.

WaterVol. 18(18)
Guangdong Province Environmental Monitoring Center (CN), Lanzhou University (CN)
Life in Land
Openalex Percentile: Top 18%
Soil Moisture and Remote Sensing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.