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1,325 Results Found

  • Article
  • Open Access
5 Citations
1,915 Views
24 Pages

17 November 2025

The ongoing drought constitutes a pivotal environmental challenge for the Mediterranean Region of Türkiye, where elevated climatic variability and erratic precipitation patterns result in considerable agricultural and hydrological stress. This s...

(This article belongs to the Section Environmental Sciences)
  • Article
  • Open Access
39 Citations
8,808 Views
18 Pages

Drought Analysis Based on Standardized Precipitation Evapotranspiration Index and Standardized Precipitation Index in Sarawak, Malaysia

  • Ismallianto Isia,
  • Tony Hadibarata,
  • Muhammad Noor Hazwan Jusoh,
  • Rajib Kumar Bhattacharjya,
  • Noor Fifinatasha Shahedan,
  • Aissa Bouaissi,
  • Norma Latif Fitriyani and
  • Muhammad Syafrudin

31 December 2022

Drought analysis via the Standardized Precipitation Index (SPI) and the Standardized Precipitation Evapotranspiration Index (SPEI) is necessary for effective water resource management in Sarawak, Malaysia. Rainfall is the best indicator of a drought,...

(This article belongs to the Special Issue Climate Change Adaptation and Disaster Risk Assessments)
  • Article
  • Open Access
157 Citations
16,468 Views
21 Pages

24 August 2015

In this study, the Standardized Precipitation Evaporation Index (SPEI) was applied to characterize the drought conditions in Southwest China from 1982–2012. The SPEI was calculated by precipitation and temperature data for various accumulation period...

(This article belongs to the Special Issue Satellite Climate Data Records and Applications)
  • Article
  • Open Access
16 Citations
6,112 Views
14 Pages

1 January 2017

In the paper, the verification of forecasts of precipitation conditions measured by the standardized precipitation index (SPI) is presented. For the verification of categorical forecasts, a contingency table was used. Standard verification measures w...

  • Feature Paper
  • Article
  • Open Access
49 Citations
6,937 Views
13 Pages

This paper examines the impacts of three different potential evapotranspiration (PET) models on drought severity and frequencies indicated by the standardized precipitation index (SPEI). The standardized precipitation-evapotranspiration index is a re...

(This article belongs to the Section Hydrological and Hydrodynamic Processes and Modelling)
  • Article
  • Open Access
177 Citations
17,663 Views
19 Pages

Application of the Standardized Precipitation Index (SPI) in Greece

  • Christos A. Karavitis,
  • Stavros Alexandris,
  • Demetrios E. Tsesmelis and
  • George Athanasopoulos

16 August 2011

The main premise of the current effort is that the use of a drought index, such as Standardized Precipitation Index (SPI), may lead to a more appropriate understanding of drought duration, magnitude and spatial extent in semi-arid areas like Greece....

(This article belongs to the Special Issue Managing Water Resources and Development in a Changing Climate)
  • Article
  • Open Access
33 Citations
9,476 Views
14 Pages

13 May 2016

The impact of global climate change on Lebanon’s society, environment, and economy is expected to be tremendous. Indices have been developed to help in the identification and monitoring of drought and characterization of its severity. In this context...

(This article belongs to the Special Issue Climate Extremes: Observations and Impacts)
  • Article
  • Open Access
20 Citations
2,955 Views
25 Pages

11 July 2023

Against the backdrop of global climate change, the frequency of drought events is increasing, leading to significant impacts on human society and development. Therefore, it is crucial to study the propagation patterns and trends of drought characteri...

(This article belongs to the Special Issue Agricultural Drought and Climate Change: Drought Indices, Impacts, and Projections)
  • Article
  • Open Access
46 Citations
11,299 Views
24 Pages

4 March 2022

Drought is an environmental disaster related to the extremes (on a drier side) in hydrometeorology. The precipitation amount modulates drought in Nepalese river basins. It is vital for efficient water resources management to quantify and understand d...

  • Article
  • Open Access
15 Citations
5,139 Views
18 Pages

Prediction of drought and flood events can be difficult, but the standardized precipitation index (SPI) calculated from monthly data may be a useful tool for predicting future dryness/wetness events in China. The rainy season SPI was calculated from...

  • Data Descriptor
  • Open Access
6 Citations
5,399 Views
9 Pages

Long-Term, Gridded Standardized Precipitation Index for Hawai‘i

  • Matthew P. Lucas,
  • Clay Trauernicht,
  • Abby G. Frazier and
  • Tomoaki Miura

26 November 2020

Spatially explicit, wall-to-wall rainfall data provide foundational climatic information but alone are inadequate for characterizing meteorological, hydrological, agricultural, or ecological drought. The Standardized Precipitation Index (SPI) is one...

(This article belongs to the Section Spatial Data Science for Environment and Earth)
  • Article
  • Open Access
59 Citations
7,724 Views
19 Pages

27 February 2019

The traditional station-based drought index is vulnerable because of the inadequate spatial distribution of the station, and also, it does not fully reflect large-scale, dynamic drought information. Thus, large-scale drought monitoring has been widel...

  • Article
  • Open Access
12 Citations
3,473 Views
15 Pages

21 September 2023

In the conditions of rising air temperature and changing precipitation regimes in Central Europe and Slovakia over the last two decades, it is necessary to analyse drought, develop high-quality tools for drought detection, and understand its reaction...

(This article belongs to the Special Issue Air Temperature and Precipitation and Relationship to Atmospheric Circulation)
  • Article
  • Open Access
47 Citations
8,081 Views
23 Pages

Spatiotemporal Application of the Standardized Precipitation Index (SPI) in the Eastern Mediterranean

  • Demetrios E. Tsesmelis,
  • Ioanna Leveidioti,
  • Christos A. Karavitis,
  • Kleomenis Kalogeropoulos,
  • Constantina G. Vasilakou,
  • Andreas Tsatsaris and
  • Efthimios Zervas

28 April 2023

The ever-increasing need for water, the alteration in the climate, and its observed changes over recent years have triggered a lot of research studies associated with the phenomenon of drought. Within the wider geographical region of the Mediterranea...

  • Article
  • Open Access
5 Citations
2,214 Views
17 Pages

20 August 2024

This study analyzes drought conditions in the Aegean region using monthly precipitation data from nine stations between 1972 and 2020. The Standardized Precipitation Index (SPI) was calculated for 1-, 3-, 6-, 9-, and 12-month periods to evaluate drou...

(This article belongs to the Section Climatology)
  • Article
  • Open Access
22 Citations
3,801 Views
16 Pages

Spatiotemporal Drought Assessment Based on Gridded Standardized Precipitation Index (SPI) in Vulnerable Agroecosystems

  • Stavros Sakellariou,
  • Marios Spiliotopoulos,
  • Nikolaos Alpanakis,
  • Ioannis Faraslis,
  • Pantelis Sidiropoulos,
  • Georgios A. Tziatzios,
  • George Karoutsos,
  • Nicolas R. Dalezios and
  • Nicholas Dercas

1 February 2024

Drought is one of the most critical environmental hazards for the viability and productive development of crops, especially in a climate change environment. To this end, drought assessment is a process of paramount importance to make vulnerable agric...

(This article belongs to the Section Sustainable Water Management)
  • Article
  • Open Access
7 Citations
7,838 Views
18 Pages

The primary aim of this work is to assess the accuracy of the methods for spatial interpolation applied for the reconstruction of the spatial distribution of the Standardized Precipitation Index (SPI). The one-month version called SPI-1 is chosen for...

(This article belongs to the Special Issue Effects of Climate Change on Soil and Water Environment)
  • Article
  • Open Access
14 Citations
5,423 Views
24 Pages

Drought Trend Analysis Using Standardized Precipitation Evapotranspiration Index in Cold-Climate Regions

  • Yaser Sabzevari,
  • Saeid Eslamian,
  • Abhiram Siva Prasad Pamula and
  • Mohammad Hadi Bazrkar

21 April 2025

This study aimed to conduct a drought trend analysis using the standardized precipitation evapotranspiration index (SPEI) in two mountainous and cold-climate regions in Iran and the United States (US). The Mann–Kendall test was employed to asse...

(This article belongs to the Section Climatology)
  • Article
  • Open Access
8 Citations
3,286 Views
16 Pages

24 May 2022

The Haihe Plain is the largest component of the agriculturally vital North China Plain, and it is characterized by serious water shortage and frequent droughts, which lead to crop reduction and have adverse effects on agriculture and ecology. We used...

(This article belongs to the Special Issue Drought Monitoring and Forecasting at Regional and Global Scale Using Remote Sensing, Ground Observations and Global Climate Datasets)
  • Article
  • Open Access
4 Citations
1,815 Views
18 Pages

9 April 2025

Drought poses significant challenges to agricultural productivity and water resource sustainability in Henan Province, emphasizing the need for effective monitoring approaches. This study investigates the suitability of the TRMM 3B43V7 satellite prec...

(This article belongs to the Section Water and Climate Change)
  • Article
  • Open Access
23 Citations
10,024 Views
16 Pages

Estimating the Standardized Precipitation Evapotranspiration Index Using Data-Driven Techniques: A Regional Study of Bangladesh

  • Ahmed Elbeltagi,
  • Faisal AlThobiani,
  • Mohammad Kamruzzaman,
  • Shamsuddin Shaid,
  • Dilip Kumar Roy,
  • Limon Deb,
  • Md Mazadul Islam,
  • Palash Kumar Kundu and
  • Md. Mizanur Rahman

30 May 2022

Drought prediction is the most effective way to mitigate drought impacts. The current study examined the ability of three renowned machine learning models, namely additive regression (AR), random subspace (RSS), and M5P tree, and their hybridized ver...

(This article belongs to the Special Issue Artificial Intelligence and Machine Learning Applications in Water Resources Management)
  • Article
  • Open Access
48 Citations
7,306 Views
20 Pages

24 November 2020

This study examines long-term spatial and temporal trends of drought characteristics based on the Standardized Precipitation Index at three different time scales (3, 6, and 12 months) over Zambia from 1981 to 2017. Drought characteristic conditions s...

(This article belongs to the Section Meteorology)
  • Article
  • Open Access
5 Citations
2,530 Views
20 Pages

Spatiotemporal Analysis of Drought and Its Driving Factors in the Yellow River Basin Based on a Standardized Precipitation Evapotranspiration Index

  • Chong Wei,
  • Danning Su,
  • Dongbao Zhao,
  • Yixuan Li,
  • Junwei He,
  • Zhiguo Wang,
  • Lianhai Cao and
  • Huicong Jia

28 January 2025

As a natural disaster, drought can endanger global ecology, socio-economic systems, and sustainable development. To address sudden droughts in the future, assess drought disasters, and propose mitigation measures, in-depth research on the spatiotempo...

(This article belongs to the Special Issue Environmental Footprints of Drought: Focusing on Emerging Issues and Their Underlying Mechanisms (2nd Edition))
  • Article
  • Open Access
4 Citations
3,559 Views
14 Pages

17 February 2024

In the open literature, there are numerous studies on the normal and extreme (flood and drought) behavior of wet and dry periods based on the understanding of the standard precipitation index (SPI), which provides a series of categorizations by consi...

(This article belongs to the Special Issue Advances in Flood and Drought Disaster Forecasting and Early Warnings through Integrating Hydrological and Hydrodynamic Models)
  • Article
  • Open Access
54 Citations
7,137 Views
20 Pages

Copula-Based Drought Analysis Using Standardized Precipitation Evapotranspiration Index: A Case Study in the Yellow River Basin, China

  • Fei Wang,
  • Zongmin Wang,
  • Haibo Yang,
  • Yong Zhao,
  • Zezhong Zhang,
  • Zhenhong Li and
  • Zafar Hussain

21 June 2019

Drought is a complex natural phenomenon that occurs throughout the world. Analyzing and grasping the occurrence and development of drought events is of great practical significance for preventing drought disasters. In this study, the Standardized Pre...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
17 Citations
2,572 Views
12 Pages

8 May 2024

It is crucial to identify drought characteristics and determine drought severity in response to climate change. Aiming at the increasingly serious drought situation in the Yellow River Basin, this study firstly selected the standardized precipitation...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
22 Citations
5,138 Views
16 Pages

Assessment of the Standardized Precipitation and Evaporation Index (SPEI) as a Potential Management Tool for Grasslands

  • Patrick J. Starks,
  • Jean L. Steiner,
  • James P. S. Neel,
  • Kenneth E. Turner,
  • Brian K. Northup,
  • Prasanna H. Gowda and
  • Michael A. Brown

Early warning of detrimental weather and climate (particularly drought) on forage production would allow for tactical decision-making for the management of pastures, supplemental feed/forage resources, and livestock. The standardized precipitation an...

(This article belongs to the Special Issue Grassland Management for Sustainable Agroecosystems)
  • Article
  • Open Access
20 Citations
3,913 Views
22 Pages

5 July 2019

Global warming has resulted in unevenly distributed changes in precipitation and evapotranspiration, which has some influence on dry/wet conditions, thus exerting a tremendous impact on national life and the social economy, especially agricultural pr...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
42 Citations
5,915 Views
25 Pages

1 February 2021

Accurate monitoring and forecasting of drought are crucial. They play a vital role in the optimal functioning of irrigation systems, risk management, drought readiness, and alleviation. In this work, Artificial Intelligence (AI) models, comprising Mu...

(This article belongs to the Special Issue Climate Extremes: Human-Environment Consequences and Adaptation Measures)
  • Article
  • Open Access
25 Citations
4,168 Views
17 Pages

15 September 2022

Accurate forecasting of droughts can effectively reduce the risk of drought. We propose a hybrid model based on complementary ensemble empirical mode decomposition (CEEMD) and long short-term memory (LSTM) to improve drought prediction accuracy. Taki...

(This article belongs to the Section Atmospheric Techniques, Instruments, and Modeling)
  • Article
  • Open Access
2 Citations
1,019 Views
19 Pages

26 March 2026

Detection of brown spot needle blight (BSNB) disease caused by the fungal pathogen Lecanosticta acicola (Thum.) Syd. has increased significantly at commercial loblolly pine (Pinus taeda L.) plantations across the southeastern United States in recent...

(This article belongs to the Special Issue Pathogenic Fungi in Forest)
  • Article
  • Open Access
5 Citations
1,811 Views
25 Pages

20 September 2025

The increasing droughts and climate change effects and their frequencies worldwide are a critical threat, especially to regions facing water scarcity and wars. Therefore, comprehensive drought evaluation and trend analysis are crucial for water resou...

(This article belongs to the Special Issue Drought Evaluation Under Climate Change Condition)
  • Article
  • Open Access
10 Citations
4,426 Views
20 Pages

19 March 2024

Global changes in drought and wetness and their future trends in arid regions have recently become a major focus of research attention. The Tarim River Basin (TRB) in Xinjiang, China, is among the most climate-sensitive regions in the world. This stu...

(This article belongs to the Special Issue Water Management in Arid and Semi-arid Regions)
  • Article
  • Open Access
12 Citations
4,858 Views
15 Pages

Hydrological drought is critical from both water management and ecological perspectives. Depending on its hydrological and physical features, the resilience level of a catchment to groundwater drought can differ from that of meteorological drought. T...

(This article belongs to the Special Issue Climate Change Effects on Hydrology and Water Resources)
  • Article
  • Open Access
910 Views
34 Pages

Multiscale Drought Assessment in Kien Giang Province, Vietnam: Comparing MSPI and MSPEI for Monitoring in a Coastal Mekong Delta Setting

  • Dang Thi Hong Ngoc,
  • Ngo Thi Hieu,
  • Tran Van Ty,
  • Nguyen Anh Hung,
  • Pankaj Kumar,
  • Nigel K. Downes and
  • Huynh Vuong Thu Minh

28 April 2026

Drought is a recurrent hazard in the Vietnamese Mekong Delta (VMD), with major implications for agriculture, water resources, and rural livelihoods. This study assesses drought variability in Kien Giang Province, Vietnam, from 1992 to 2024 using two...

  • Article
  • Open Access
1 Citations
3,087 Views
21 Pages

Multi-Secular Trend of Drought Indices in Padua, Italy

  • Francesca Becherini,
  • Claudio Stefanini,
  • Antonio della Valle,
  • Francesco Rech,
  • Fabio Zecchini and
  • Dario Camuffo

10 December 2024

The aim of this work is to investigate drought variability in Padua, northern Italy, over a nearly 300-year period, from 1725 to 2023. Two well-established and widely used indices are calculated, the standardized precipitation index (SPI) and the sta...

(This article belongs to the Special Issue Climate Variability in the Mediterranean Region)
  • Article
  • Open Access
9 Citations
5,025 Views
17 Pages

Artificial Neural Networks for Drought Forecasting in the Central Region of the State of Zacatecas, Mexico

  • Pedro Jose Esquivel-Saenz,
  • Ruperto Ortiz-Gómez,
  • Manuel Zavala and
  • Roberto S. Flowers-Cano

27 August 2024

Drought is, among natural hazards, one of the most harmful to humanity. The forecasting of droughts is essential to reduce their impact on the economy, agriculture, tourism and water resource systems. In this study, drought forecast in the central re...

(This article belongs to the Section Weather, Events and Impacts)
  • Article
  • Open Access
40 Citations
5,682 Views
17 Pages

1 September 2023

As a catastrophic phenomenon, drought has destructive impacts on water resources, the environment, and the ecosystem. Consequently, drought plays a vital role in risk assessment, water resources management, and drought mitigation plans. The main aim...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
23 Citations
5,667 Views
17 Pages

Drought Frequency Analysis Based on the Development of a Two-Variate Standardized Index (Rainfall-Runoff)

  • Gholamreza Nikravesh,
  • Mohammad Aghababaei,
  • Mohammad Nazari-Sharabian and
  • Moses Karakouzian

17 September 2020

Drought is one of the most drastic events, which has imposed irreparable damages on human societies and may occur in any climate regime. To define drought, given its properties of multidimensionality and randomity, one cannot rely on a single variabl...

(This article belongs to the Section Hydrology)
  • Article
  • Open Access
28 Citations
5,026 Views
23 Pages

Meteorological Drought Assessment and Trend Analysis in Puntland Region of Somalia

  • Nur Mohamed Muse,
  • Gokmen Tayfur and
  • Mir Jafar Sadegh Safari

6 July 2023

Drought assessment and trend analysis of precipitation and temperature time series are essential in the planning and management of water resources. Long-term precipitation and temperature historical records (monthly for 41 years, from 1980 to 2020) a...

(This article belongs to the Special Issue Drought and Sustainable Water Management)
  • Article
  • Open Access
21 Citations
4,550 Views
21 Pages

Analyzing Temporal Patterns of Temperature, Precipitation, and Drought Incidents: A Comprehensive Study of Environmental Trends in the Upper Draa Basin, Morocco

  • Fadoua El Qorchi,
  • Mohammed Yacoubi Khebiza,
  • Onyango Augustine Omondi,
  • Ahmed Karmaoui,
  • Quoc Bao Pham and
  • Siham Acharki

8 November 2023

Quantifying variation in precipitation and drought in the context of a changing climate is important to assess climate-induced changes and propose feasible mitigation strategies, particularly in agrarian economies. This study investigates the main ch...

(This article belongs to the Special Issue Advances in Hydraulic and Water Resources Research)
  • Article
  • Open Access
8 Citations
5,434 Views
20 Pages

21 October 2020

This study aims to analyze the dependence of reservoirs (locally called tanks or wewas) in the headwaters of the Aruvi Aru catchment on precipitation and thus to evaluate their efficiency. The Aruvi Aru is located in the Dry Zone of Sri Lanka, and nu...

(This article belongs to the Special Issue Sustainable and Resilient Water Management in Regional, Vulnerable or Island Communities)
  • Feature Paper
  • Article
  • Open Access
17 Citations
4,549 Views
20 Pages

Identification of Extreme Weather Events Using Meteorological and Hydrological Indicators in the Laborec River Catchment, Slovakia

  • Katarzyna Kubiak-Wójcicka,
  • Patrik Nagy,
  • Martina Zeleňáková,
  • Helena Hlavatá and
  • Hany F. Abd-Elhamid

18 May 2021

This study used the standardized precipitation index (SPI) and the standardized runoff index (SRI) to analyze dry and humid conditions in the hill-country catchment area of the Laborec River (Slovakia) over a period of 50 years (1970–2019). Analysis...

(This article belongs to the Special Issue Assessment and Management of Flood Risk in Urban Areas)
  • Article
  • Open Access
238 Citations
15,077 Views
23 Pages

30 September 2015

The Ningxia Hui Autonomous Region of China (Ningxia) is an important food production area in northwest China severely affected by drought. The Standardized Precipitation Index (SPI) and Standardized Precipitation Evapotranspiration Index (SPEI) were...

  • Article
  • Open Access
22 Citations
5,624 Views
16 Pages

A performance assessment of two different indices (the Standardized Precipitation Index (SPI) and the Standardized Precipitation Evapotranspiration Index (SPEI)) for monitoring short-term and short–medium-term drought impacts on daily specific-...

(This article belongs to the Section Climate Change)
  • Article
  • Open Access
2 Citations
1,177 Views
25 Pages

Fine-Resolution Multivariate Drought Analysis for Southwestern Türkiye Under SSP3-7.0 Scenario

  • Cemre Yürük Sonuç,
  • Nisa Yaylacı,
  • Burkay Keske,
  • Nur Kapan,
  • Levent Başayiğit and
  • Yurdanur Ünal

17 December 2025

The ramifications of climate change, which are projected to lead to increased drought, desertification, and water scarcity, are expected to have a significant impact on the agricultural sector of Türkiye, particularly in the Mediterranean coasta...

(This article belongs to the Section Artificial Intelligence and Digital Agriculture)
  • Article
  • Open Access
23 Citations
8,946 Views
25 Pages

14 October 2019

Temporal variability analysis of rainfall and river discharges is useful in determining the likelihood of the occurrence of extreme events such as drought or flooding for the purposes of developing policies to mitigate their effects. This study inves...

  • Article
  • Open Access
10 Citations
7,988 Views
22 Pages

17 November 2024

Drought is a complex environmental hazard to ecosystems and society. Decision-making on drought management options requires evaluating and predicting the extremity of future drought events. In this regard, quantifiable indices such as the standardize...

(This article belongs to the Special Issue Coping with Flooding and Drought)
  • Article
  • Open Access
4 Citations
1,607 Views
24 Pages

Variability of Summer Drought and Heatwave Events in Northeast China

  • Rui Wang,
  • Longpeng Cong,
  • Ying Sun and
  • Xiaotian Bai

18 July 2025

As global climate change intensifies, extreme climate events are becoming more frequent, presenting significant challenges to socioeconomic systems and ecosystems. Northeast China, a region highly sensitive to climate change, has been profoundly impa...

  • Article
  • Open Access
3 Citations
3,797 Views
17 Pages

17 September 2023

This study analyzed the multivariate drought risks for the Wei River basin by characterizing the interdependence between the standardized precipitation index (SPI) and the standardized precipitation evapotranspiration index (SPEI). Both parametric an...

(This article belongs to the Special Issue Editorial Board Members’ Collection Series: Planning of Water-Energy Nexus under Climate Change)

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