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11,883 Results Found

  • Article
  • Open Access
43 Citations
8,962 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 and ,
  • Noor Fifinatasha Shahedan,
  • Aissa Bouaissi,
  • Norma Latif Fitriyani and
  • Muhammad Syafrudin
  • + 3 authors+ 0 author

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
177 Citations
17,806 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
23 Citations
5,693 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
33 Citations
9,545 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
2,987 Views
25 Pages

Historical Trends and Characteristics of Meteorological Drought Based on Standardized Precipitation Index and Standardized Precipitation Evapotranspiration Index over the Past 70 Years in China (1951–2020)

  • Jiwei Sun,
  • Shuoben Bi,
  • Bashar Bashir,
  • Zhangxi Ge and ,
  • Kexin Wu,
  • Abdullah Alsalman,
  • Brian Odhiambo Ayugi and
  • Karam Alsafadi
  • + 3 authors+ 0 author

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
159 Citations
16,525 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
48 Citations
11,424 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...

  • Data Descriptor
  • Open Access
6 Citations
5,430 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
16 Citations
6,137 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...

  • Article
  • Open Access
49 Citations
8,439 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 and ,
  • Constantina G. Vasilakou,
  • Andreas Tsatsaris and
  • Efthimios Zervas
  • + 2 authors+ 0 author

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
12 Citations
3,507 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
1 Citations
1,565 Views
35 Pages

Comparative interpretation of antioxidant activity across complex natural-product extracts and multi-component formulations is often limited by heterogeneous endpoints, assay-specific reporting, and incompatible units. In this study, we establish a d...

  • Article
  • Open Access
4 Citations
2,570 Views
23 Pages

3 December 2025

The occurrence and duration of droughts have increased in recent years, reinforcing their role as a major climate risk. This study evaluates a remote sensing soil moisture-based drought index, the Standardized Soil Moisture Index (SSI), as a tool to...

(This article belongs to the Special Issue Remote Sensing Applications in Hydrology and Water Resources Management)
  • Article
  • Open Access
15 Citations
5,169 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...

  • Article
  • Open Access
7 Citations
7,862 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
22 Citations
3,849 Views
16 Pages

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

  • Stavros Sakellariou,
  • Marios Spiliotopoulos,
  • Nikolaos Alpanakis,
  • Ioannis Faraslis and ,
  • Pantelis Sidiropoulos,
  • Georgios A. Tziatzios,
  • George Karoutsos,
  • Nicolas R. Dalezios and
  • Nicholas Dercas
  • + 4 authors+ 0 author

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
14 Citations
5,545 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
22 Citations
5,176 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 and ,
  • Brian K. Northup,
  • Prasanna H. Gowda and
  • Michael A. Brown
  • + 2 authors+ 0 author

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
48 Citations
7,345 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
23 Citations
10,042 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 and ,
  • Dilip Kumar Roy,
  • Limon Deb,
  • Md Mazadul Islam,
  • Palash Kumar Kundu and
  • Md. Mizanur Rahman
  • + 4 authors+ 0 author

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
9 Citations
3,318 Views
16 Pages

Spatiotemporal Distribution of Drought Based on the Standardized Precipitation Index and Cloud Models in the Haihe Plain, China

  • Yujuan Fu,
  • Xudong Zhang,
  • Ray G. Anderson,
  • Ruiqiang Shi and ,
  • Di Wu and
  • Qiucheng Ge
  • + 1 author+ 0 author

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
7 Citations
2,242 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
5 Citations
2,775 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 and ,
  • Junwei He,
  • Zhiguo Wang,
  • Lianhai Cao and
  • Huicong Jia
  • + 3 authors+ 0 author

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
3,666 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
42 Citations
6,001 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
3 Citations
1,340 Views
21 Pages

Assessing the Use of the Standardized GRACE Satellite Groundwater Storage Change Index for Quantifying Groundwater Drought in the Mu Us Sandy Land

  • Yonghua Zhu,
  • Longfei Zhou,
  • Qi Zhang,
  • Zhiming Han and ,
  • Jiamin Li,
  • Yan Chao,
  • Xiaohan Wang,
  • Hui Yuan,
  • Jie Zhang and
  • Bisheng Xia
  • + 5 authors+ 0 author

12 December 2025

The increasingly severe phenomenon of groundwater drought poses a dual threat to the development and construction of a region, as well as its ecological environment. Traditional groundwater drought monitoring methods rely on observation wells, which...

(This article belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
  • Article
  • Open Access
54 Citations
7,170 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 and ,
  • Zezhong Zhang,
  • Zhenhong Li and
  • Zafar Hussain
  • + 2 authors+ 0 author

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
59 Citations
7,761 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
17 Citations
2,610 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
11 Citations
4,465 Views
20 Pages

Characteristics of Dry and Wet Changes and Future Trends in the Tarim River Basin Based on the Standardized Precipitation Evapotranspiration Index

  • Yansong Li,
  • Yaning Chen,
  • Yapeng Chen,
  • Weili Duan and ,
  • Jiayou Wang and
  • Xu Wang
  • + 1 author+ 0 author

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
4 Citations
1,854 Views
18 Pages

Regional Drought Monitoring Using Satellite-Based Precipitation and Standardized Palmer Drought Index: A Case Study in Henan Province, China

  • Mingwei Ma,
  • Fandi Xiong,
  • Hongfei Zang,
  • Chongxu Zhao and ,
  • Yaquan Wang and
  • Yuhuai He
  • + 1 author+ 0 author

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
33 Citations
5,245 Views
21 Pages

27 December 2023

The sustainability of water resources is fundamental for basin management, especially in regions where changing hydrological conditions due to climate extremes are prevalent. This study presents a comprehensive assessment of the Kabul River Basin (KR...

  • Article
  • Open Access
661 Views
27 Pages

2 August 2026

Accurately depicting the spatiotemporal evolution patterns and driving mechanisms of soil drought is of great significance for regional agricultural drought warning and adaptive management of water resources. There are still shortcomings in the exist...

(This article belongs to the Special Issue Temporal and Spatial Evolution Characteristics of Drought Under Climate Change)
  • Article
  • Open Access
28 Citations
4,196 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
1,143 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
21 Citations
3,931 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
5 Citations
4,587 Views
22 Pages

A Drought Index: The Standardized Precipitation Evapotranspiration Irrigation Index

  • Liupeng He,
  • Liang Tong,
  • Zhaoqiang Zhou,
  • Tianao Gao and ,
  • Yanan Ding,
  • Yibo Ding,
  • Yiyang Zhao and
  • Wei Fan
  • + 3 authors+ 0 author

4 July 2022

Drought has had an increasingly serious impact on humans with global climate change. The drought index is an important indicator used to understand and assess different types of droughts. At present, many drought indexes do not sufficiently consider...

(This article belongs to the Section Water and Climate Change)
  • Article
  • Open Access
567 Views
29 Pages

19 May 2026

The Huang–Huai–Hai Plain supports one of China’s most important grain production systems, but crop production there is persistently constrained by limited water availability and recurrent drought. Common regional drought indicators...

(This article belongs to the Section Land, Soil and Water)
  • Article
  • Open Access
122 Citations
17,065 Views
13 Pages

15 February 2018

Droughts can severely reduce the productivity of agricultural lands and forests. The United States Department of Agriculture (USDA) Southeast Regional Climate Hub (SERCH) has launched the Lately Identified Geospecific Heightened Threat System (LIGHTS...

(This article belongs to the Special Issue Remote Sensing of Climate Change and Water Resources)
  • Article
  • Open Access
6 Citations
1,860 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 Section Hydrology)
  • Feature Paper
  • Article
  • Open Access
51 Citations
7,044 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
7 Citations
3,558 Views
23 Pages

Forecasting of Standardized Precipitation Index Using Hybrid Models: A Case Study of Cape Town, South Africa

  • Siphamandla Sibiya,
  • Nkanyiso Mbatha,
  • Shaun Ramroop,
  • Sileshi Melesse and
  • Felix Silwimba

30 August 2024

Droughts have negative impacts on agricultural productivity and economic growth. Effective monitoring and accurate forecasting of drought occurrences and trends are crucial for minimizing drought losses and mitigating their spatial and temporal effec...

(This article belongs to the Section Water and Climate Change)
  • Article
  • Open Access
1 Citations
2,102 Views
18 Pages

25 October 2024

The increasing drought caused by climate change makes it difficult for rural areas reliant on pasture-based livestock farming to sustain their agricultural practices. Blackberries, a spreading species, have been selected as the material for this stud...

(This article belongs to the Section Sustainable Agriculture)
  • Article
  • Open Access
17 Citations
10,675 Views
12 Pages

The New Standardized Malaysian Healthy Eating Index

  • Marhamah Jailani,
  • Siti Masitah Elias and
  • Roslee Rajikan

30 September 2021

Healthy Eating Index (HEI) is a diet quality measure that assesses the population’s compliance towards dietary guidelines. In Malaysia, diet quality measure, though existing, has some limitations in terms of application and relevance. This study aims...

(This article belongs to the Section Nutrition Methodology & Assessment)
  • Article
  • Open Access
5 Citations
3,414 Views
18 Pages

Dynamic Responses of Standard and Poor’s Regional Bank Index to the U.S. Fear Index, VIX

  • Bahram Adrangi,
  • Arjun Chatrath,
  • Madhuparna Kolay and
  • Kambiz Raffiee

This study examines the reaction of the Standard and Poor’s Regional Bank Index (SPRB) to the U.S. equity market fear index (i.e., the Chicago Board of Trade Volatility Index [VIX]). The VIX is designed to perform as a leading indicator of the volati...

(This article belongs to the Special Issue Applied Financial Econometrics)
  • Article
  • Open Access
4 Citations
5,682 Views
31 Pages

Corporate social responsibility (CSR) and sustainability have proliferated the corporate boardroom agenda and companies’ leadership teams are trying to find ways to improve their social and environmental performance and enhance their corporate...

(This article belongs to the Special Issue Sustainable Development Standards)
  • Article
  • Open Access
2,440 Views
31 Pages

25 December 2025

The classification of mineral resources and reserves provides a structured framework for evaluating the geological, technical, and economic aspects of mineral deposits. To reduce subjectivity and enhance reliability, international reporting standards...

(This article belongs to the Special Issue Feature Papers in Sustainable Mining Engineering)
  • Article
  • Open Access
48 Citations
7,042 Views
20 Pages

18 October 2018

The construction of a reasonable evaluation index system for low-carbon cities is an important part of China’s green development strategy in urban areas. In this study, based on the theoretical framework for the concept of low-carbon cities, th...

(This article belongs to the Special Issue Low Energy Architecture and Low Carbon Cities: Exploring Links, Scales, and Environmental Impacts)
  • Article
  • Open Access
175 Views
23 Pages

22 October 2026

Personalized learning requires systematic approaches for representing, analyzing, and quantifying learner characteristics and educational processes. This study presents a framework for analyzing and quantifying symmetry in personalized learning throu...

(This article belongs to the Special Issue Advances in Symmetry for Computer Vision and Pattern Recognition)
  • Article
  • Open Access
23 Citations
8,756 Views
17 Pages

Evaluating Probability Distribution Functions for the Standardized Precipitation Evapotranspiration Index over Ethiopia

  • Estifanos Addisu Yimer,
  • Bert Van Schaeybroeck,
  • Hans Van de Vyver and
  • Ann van Griensven

22 February 2022

Drought indices are used to identify and monitor drought events. The standardized precipitation evapotranspiration index (SPEI) is a widely used index based on accumulated water balance. There is, however, no broad consensus on which probability dist...

(This article belongs to the Special Issue Agrometeorology)

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