From meteorological to agricultural drought: Propagation time and influencing factors over diverse underlying surfaces based on CNN-LSTM model DOI Creative Commons

Junchen Long,

Changchun Xu, Yazhen Wang

и другие.

Ecological Informatics, Год журнала: 2024, Номер 82, С. 102681 - 102681

Опубликована: Июнь 17, 2024

As global warming intensifies and extreme weather events become more frequent, the severity of drought conditions in China's Xinjiang region has escalated. This exacerbates socio-economic pressures area presents increasingly formidable challenges for future. In response to these challenges, researching phenomena is imperative. study employs Bayesian methods copula functions estimate propagation time. It utilizes a hybrid deep learning model (CNN-LSTM) analyze process its influencing factors across four land cover types: crops, forest land, grassland, unused land. The findings indicate that Cropland experiences longest average time (5.27 months), while forests have shortest duration (4.2 months). Unused grassland exhibit similar durations (4.8 On an annual scale, each type manifests two phases: from January May June December. former phase shows ranging 6 9 months, latter ranges 1 5 months; both demonstrate increasing trend over Seasonally, all Land Cover Types pattern shorter times summer autumn compared with winter spring. Moreover, longer correlates greater disparity between meteorological resultant agricultural severity. analyzing influence on propagation, soil moisture content El Niño-Southern Oscillation(ENSO) were found significantly impact Types, progressively strengthening their years.

Язык: Английский

Drought propagation under global warming: Characteristics, approaches, processes, and controlling factors DOI
Xuan Zhang, Zengchao Hao, Vijay P. Singh

и другие.

The Science of The Total Environment, Год журнала: 2022, Номер 838, С. 156021 - 156021

Опубликована: Май 16, 2022

Язык: Английский

Процитировано

300

Drought impacts on hydrology and water quality under climate change DOI

Jiali Qiu,

Zhenyao Shen, Hui Xie

и другие.

The Science of The Total Environment, Год журнала: 2022, Номер 858, С. 159854 - 159854

Опубликована: Окт. 30, 2022

Язык: Английский

Процитировано

83

From meteorological to agricultural drought: Propagation time and probabilistic linkages DOI Creative Commons
Zhengguang Xu, Zhiyong Wu, Quanxi Shao

и другие.

Journal of Hydrology Regional Studies, Год журнала: 2023, Номер 46, С. 101329 - 101329

Опубликована: Фев. 2, 2023

Yangtze River Basin, China As agricultural drought originates from meteorological drought, exploring the propagation to is an important step in providing early warning of drought. In this study, Standardized Precipitation Index (SPI) and Improved Soil Moisture Anomaly Percentage (ISMAPI) were adopted indicate droughts, respectively. The time was identified, probabilistic linkages between two types investigated using copula function Bayesian network. average Basin (YRB) 48 d. times summer autumn are shorter than those spring winter. occurrence probability more serious gradually increases with intensity. Agricultural events matched proposed event-matching method. YRB, approximately 72.4% may translate into events. Generally, event that has same category as given most likely occur. Regional differences be related variations climatic conditions across regions.

Язык: Английский

Процитировано

55

Climate change leads to an expansion of global drought-sensitive area DOI
Qiaoqiao Li, Aizhong Ye, Yoshihide Wada

и другие.

Journal of Hydrology, Год журнала: 2024, Номер 632, С. 130874 - 130874

Опубликована: Фев. 16, 2024

Язык: Английский

Процитировано

21

The Peer‐To‐Peer Type Propagation From Meteorological Drought to Soil Moisture Drought Occurs in Areas With Strong Land‐Atmosphere Interaction DOI Creative Commons
Qiaoqiao Li, Aizhong Ye, Yuhang Zhang

и другие.

Water Resources Research, Год журнала: 2022, Номер 58(9)

Опубликована: Авг. 25, 2022

Abstract Meteorological and soil drought is disastrous to natural social systems. It expected that the occurrence of meteorological compound events will become more frequent extreme in future. The propagation process plays an essential role drought. However, not clear, especially quantification characteristic rarely realized. This study constructs intensity index (DIP) duration (DDP), then puts forward partition China. Furthermore, this preliminarily discussed driving factors relationship between land‐atmosphere interaction main (arid type area, peer‐to‐peer humid area). results show DDP DIP are significantly negatively correlated China from 1981 2020. From southeast northwest, gradually increased decreased. We further concluded 68% regions with similar (peer‐to‐peer area) concentrated semiarid dry subhumid, which exactly area strong interaction. In all land use types, grasslands most prone reveals law mechanism provides a new idea attempt clarify process.

Язык: Английский

Процитировано

53

Observed Changes in Meteorological Drought Events during 1981–2020 over Rwanda, East Africa DOI Open Access

Jacqueline Uwimbabazi,

Yuanshu Jing, Vedaste Iyakaremye

и другие.

Sustainability, Год журнала: 2022, Номер 14(3), С. 1519 - 1519

Опубликована: Янв. 28, 2022

Drought is one of the most complex natural phenomena affecting life and livelihood people, especially in current time human-induced climate change. This research employs ground-based observations to assess recent spatiotemporal characteristics meteorological drought events over Rwanda. The examined based on Standardized Precipitation Evapotranspiration Index (SPEI) (SPI) at seasonal annual scales from 1981 2020. Man–Kendal test was used evaluate trends rainfall, temperature, SPEI values scale during March May (MAM) October December (OND) seasons. analysis revealed nonsignificant (8.4 mm/decade), MAM (−3.4 OND (4.5 mm/decade) while an apparent significant increasing trend surface air temperature obtained (0.19 °C/decade), (0.2 (0.23 °C/decade) slices. Overall, indicated that country more prone moderate than severe extreme However, intensity, duration, frequency differ spatially among findings this study inform policy decision-makers past experienced behavior, which can serve as a baseline for future mitigation adaptation plans.

Язык: Английский

Процитировано

47

A global perspective on propagation from meteorological drought to hydrological drought during 1902–2014 DOI
Haiyun Shi, Zhaoqiang Zhou, Lin Liu

и другие.

Atmospheric Research, Год журнала: 2022, Номер 280, С. 106441 - 106441

Опубликована: Сен. 16, 2022

Язык: Английский

Процитировано

42

Spatial-temporal dynamics of meteorological and soil moisture drought on the Tibetan Plateau: Trend, response, and propagation process DOI
Hui Lin, Zhongbo Yu, Xuegao Chen

и другие.

Journal of Hydrology, Год журнала: 2023, Номер 626, С. 130211 - 130211

Опубликована: Сен. 25, 2023

Язык: Английский

Процитировано

37

Cross-sectoral impacts of the 2018–2019 Central European drought and climate resilience in the German part of the Elbe River basin DOI Creative Commons
Tobias Conradt,

Henry Engelhardt,

Christoph Menz

и другие.

Regional Environmental Change, Год журнала: 2023, Номер 23(1)

Опубликована: Фев. 1, 2023

The 2018-2019 Central European drought was probably the most extreme in Germany since early sixteenth century. We assess multiple consequences of for natural systems, economy and human health German part Elbe River basin, an area 97,175 km2 including cities Berlin Hamburg contributing about 18% to GDP. employ meteorological, hydrological socio-economic data build a comprehensive picture severity, its effects cross-sectoral basin. Time series different indices illustrate severity how it progressed from meteorological water deficits via soil depletion towards low groundwater levels river runoff, losses vegetation productivity. event resulted severe production agriculture (minus 20-40% staple crops) forestry (especially through forced logging damaged wood: 25.1 million tons 2018-2020 compared only 3.4 2015-2017), while other economic sectors remained largely unaffected. However, there is no guarantee that this stability will be sustained future events; discussed light 2022, another dry year holding potential compound crisis. Given increased probability more intense long-lasting droughts parts Europe, example actual impacts relevant awareness preparation planning regions.The online version contains supplementary material available at 10.1007/s10113-023-02032-3.

Язык: Английский

Процитировано

28

Warming and greening exacerbate the propagation risk from meteorological to soil moisture drought DOI
Yifei Li,

Shengzhi Huang,

Hao Wang

и другие.

Journal of Hydrology, Год журнала: 2023, Номер 622, С. 129716 - 129716

Опубликована: Май 25, 2023

Язык: Английский

Процитировано

27