Enhancing drought monitoring and prediction in diverse climates by using composite drought indices

No abstract is available for this paper.

• Publication year

  2023

• Venue

  Stochastic environmental research and risk assessment (Print)

• Publication date

  2023-11-18

• Fields of study

  Not labeled

• Identifiers
  DOI 10.1007/s00477-023-02597-9
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Comparison of predictions of daily evapotranspiration based on climate variables using different data mining and empirical methods in various climates of Iran

  2023cited by this paper
• Predicting Iran’s future agro-climate variability and coherence using zonation‑based PCA

  2023influential reference
• Estimating energy consumption and GHG emissions in crop production: A machine learning approach

  2023cited by this paper
• A new deep learning method for meteorological drought estimation based-on standard precipitation evapotranspiration index

  2023cited by this paper
• Direct and indirect simulating and projecting hydrological drought using a supervised machine learning method.

  2023cited by this paper
• Sensitivity of Four Indices of Meteorological Drought for Rainfed Maize Yield Prediction in the State of Sinaloa, Mexico

  2022cited by this paper
• Advanced Machine Learning Model for Prediction of Drought Indices using Hybrid SVR-RSM

  2022cited by this paper
• Evaluating the Predictability of Eight Atmospheric-Oceanic Signals Affecting Iran’s Droughts, Employing Intelligence Based and Stochastic Methods

  2022cited by this paper
• Spatial and temporal analysis of drought in various climates across Iran using the Standardized Precipitation Index (SPI)

  2022cited by this paper
• Drought propagation under global warming: Characteristics, approaches, processes, and controlling factors.

  2022cited by this paper
• A comparative analysis of data mining techniques for agricultural and hydrological drought prediction in the eastern Mediterranean

  2022cited by this paper
• Development of a New Multivariate Composite Drought Index for the Blue Nile River Basin

  2022influential reference
• Yield loss assessment of grapes using composite drought index derived from landsat OLI and TIRS datasets

  2022cited by this paper
• Combined Terrestrial Evapotranspiration Index prediction using a hybrid artificial intelligence paradigm integrated with relief algorithm-based feature selection

  2022cited by this paper
• A review of machine learning methods for drought hazard monitoring and forecasting: Current research trends, challenges, and future research directions

  2022cited by this paper
• Detecting drought events over Iran during 1983–2017 using satellite and ground-based precipitation observations

  2022cited by this paper
• Prediction of meteorological drought by using hybrid support vector regression optimized with HHO versus PSO algorithms

  2021cited by this paper
• Spatial and temporal patterns of propagation from meteorological to hydrological droughts in Brazil

  2021cited by this paper
• Factual Drought Index (FDI): a composite index based on precipitation and evapotranspiration

  2021cited by this paper
• Application of Gaussian process regression to forecast multi-step ahead SPEI drought index

  2021cited by this paper
• Spatio-Temporal Assessment of Global Gridded Evapotranspiration Datasets across Iran

  2021cited by this paper
• The International Soil Moisture Network: serving Earth system science for over a decade

  2021cited by this paper
• Estimation of SPEI Meteorological Drought Using Machine Learning Algorithms

  2021cited by this paper
• A machine learning model for drought tracking and forecasting using remote precipitation data and a standardized precipitation index from arid regions

  2021cited by this paper
• A composite drought index developed for detecting large-scale drought characteristics

  2021cited by this paper
• Artificial neural networks in drought prediction in the 21st century-A scientometric analysis

  2021cited by this paper
• Drought Occurrence Probability Analysis Using Multivariate Standardized Drought Index and Copula Function Under Climate Change

  2021cited by this paper
• Drought analyses of Eastern Mediterranean, Seyhan, Ceyhan, and Asi Basins by using aggregate drought index (ADI)

  2021cited by this paper
• Drought Propagation Modification After the Construction of the Three Gorges Dam in the Yangtze River Basin

  2021cited by this paper
• Investigation about the correlation and propagation among meteorological, agricultural and groundwater droughts over humid and arid/semi-arid basins in China

  2021cited by this paper
• A global perspective on the probability of propagation of drought: From meteorological to soil moisture

  2021cited by this paper
• Spatial assessment of drought features over different climates and seasons across Iran

  2021cited by this paper
• Identifying drought propagation by simultaneously considering linear and nonlinear dependence in the Wei River basin of the Loess Plateau, China

  2020cited by this paper
• Quantitative analysis of agricultural drought propagation process in the Yangtze River Basin by using cross wavelet analysis and spatial autocorrelation

  2020cited by this paper
• Monitoring drought using composite drought indices based on remote sensing.

  2020cited by this paper
• The ERA5 global reanalysis

  2020cited by this paper
• Projected Impacts of Climate Change on Drought Patterns Over East Africa

  2020influential reference
• Application of Artificial Neural Networks in Forecasting a Standardized Precipitation Evapotranspiration Index for the Upper Blue Nile Basin

  2020cited by this paper
• Multi-timescale assessment of propagation thresholds from meteorological to hydrological drought.

  2020cited by this paper
• BiLSTM model based on multivariate time series data in multiple field for forecasting trading area

  2019cited by this paper
• On the mechanisms of two composite methods for construction of multivariate drought indices.

  2019influential reference
• Machine Learning for Disaster Risk Management

  2019cited by this paper
• Tuning machine learning models for prediction of building energy loads

  2019cited by this paper
• Assessing structural uncertainty caused by different weighting methods on the Standardized Drought Vulnerability Index (SDVI)

  2019cited by this paper
• An observation-based method to quantify the human influence on hydrological drought: upstream–downstream comparison

  2019cited by this paper
• A new global database of meteorological drought events from 1951 to 2016

  2019cited by this paper
• Probabilistic Characteristics of Drought Propagation from Meteorological to Hydrological Drought in South Korea

  2019cited by this paper
• The impact of drought on the productivity of two rainfed crops in Spain

  2019cited by this paper
• Machine learning for downscaling: the use of parallel multiple populations in genetic programming

  2019cited by this paper
• Drought forecasting using novel heuristic methods in a semi-arid environment

  2019cited by this paper
• Propagation from meteorological drought to hydrological drought under the impact of human activities: A case study in northern China

  2019cited by this paper
• Meteorological drought analysis using copula theory and drought indicators under climate change scenarios (RCP)

  2019cited by this paper
• Introduction of new datasets of drought indices based on multivariate methods in semi-arid regions

  2018cited by this paper
• The effect of climate type on timescales of drought propagation in an ensemble of global hydrological models

  2018cited by this paper
• Improving one-dimensional pollution dispersion modeling in rivers using ANFIS and ANN-based GA optimized models

  2018cited by this paper
• Comprehensive drought characteristics analysis based on a nonlinear multivariate drought index

  2018influential reference
• Estimating the Impact of Drought on Agriculture Using the U.S. Drought Monitor

  2018cited by this paper
• High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs

  2017cited by this paper
• Multiple linear regression, multi-layer perceptron network and adaptive neuro-fuzzy inference system for forecasting precipitation based on large-scale climate signals

  2016cited by this paper
• Conservation and sustainable use of medicinal plants: problems, progress, and prospects

  2016cited by this paper
• Role of early warning systems for sustainable agriculture in Iran

  2016cited by this paper
• Driving role of snow cover on soil moisture and drought development during the growing season in the Czech Republic

  2016cited by this paper
• Agricultural drought monitoring: Progress, challenges, and prospects

  2016cited by this paper
• A novel soil moisture‐based drought severity index (DSI) combining water deficit magnitude and frequency

  2016cited by this paper
• A theoretical drought classification method for the multivariate drought index based on distribution properties of standardized drought indices

  2016cited by this paper
• From meteorological to hydrological drought using standardised indicators

  2015cited by this paper
• Copula based drought frequency analysis considering the spatio-temporal variability in Southwest China

  2015cited by this paper
• Drought characterization from a multivariate perspective: A review

  2015cited by this paper
• Multivariate drought index: An information theory based approach for integrated drought assessment

  2015cited by this paper
• Development of a new composite drought index for multivariate drought assessment

  2015cited by this paper
• Global integrated drought monitoring and prediction system

  2014cited by this paper
• New variants of the Palmer drought scheme capable of integrated utility

  2014cited by this paper
• Ensemble prediction of regional droughts using climate inputs and the SVM–copula approach

  2014cited by this paper
• A bivariate mixed distribution with a heavy‐tailed component and its application to single‐site daily rainfall simulation

  2013cited by this paper
• A comprehensive drought monitoring method integrating MODIS and TRMM data

  2013cited by this paper
• Multivariate Standardized Drought Index: A parametric multi-index model

  2013cited by this paper
• A copula-based joint deficit index for droughts.

  2010cited by this paper
• A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index

  2009cited by this paper
• Developing a climate model for Iran using GIS

  2008cited by this paper
• Geostatistical interpolation using copulas

  2008cited by this paper
• Statistical Methods in the Atmospheric Sciences

  2007cited by this paper
• Joint probability of precipitation and discharge deficits in the Netherlands

  2004cited by this paper
• An aggregate drought index: Assessing drought severity based on fluctuations in the hydrologic cycle and surface water storage

  2004cited by this paper
• Publisher's Note

  2003cited by this paper
• Fast exact leave-one-out cross-validation of least-squares Support Vector Machines

  2002cited by this paper
• Model Induction with Support Vector Machines: Introduction and Applications

  2001cited by this paper
• An Introduction to Copulas

  2000cited by this paper
• THE RELATIONSHIP OF DROUGHT FREQUENCY AND DURATION TO TIME SCALES

  1993cited by this paper

• Evaporative Demand Drought Index for Monitoring and Analyzing Drought Conditions in Arid Regions of Asia and Africa

  2026cites this paper
• A multi-indicator approach for assessing the hydrological health and drought resilience of Khanmirza watershed, Iran

  2025cites this paper
• Anticipating drought: enhancing prediction models and assessing environmental impact in Eswatini’s Maguga Basin

  2025cites this paper
• Inter-rater reliability adaptive weighting (IRRAWE) - a novel ensemble scheme for improved precipitation projections using CMIP6 climate models

  2025cites this paper
• Integrating time–space dynamics for meteorological drought monitoring and trend analysis

  2025influential citation
• Enhancing daily reference evapotranspiration (ETref) prediction across diverse climatic zones: A pattern mining approach with DIRECTORS model

  2025cites this paper
• Integration of the analytic hierarchy process and Monte Carlo feature selection for a spatiotemporal weighting scheme in meteorological drought monitoring

  2025cites this paper
• Enhancing drought monitoring through regional adaptation: Performance and calibration of drought indices across varied climatic zones of Iran

  2025cites this paper
• Long-term trends of chemical fertilizer consumption and productivity in five major crop production in Iran

  2025cites this paper
• Developing a Composite Hydrological Drought Index Using the VIC Model: Case Study in Northern Thailand

  2025cites this paper
• Climate-driven dynamics of air quality, land use, and vegetation health across arid regions

  2025cites this paper
• Hydrological Risk Assessment of Drought in South Korea According to Climate Change Scenarios Using a Multiple Drought Index Integrated With a Dynamic Naive Bayesian Classifier

  2024cites this paper
• Spatiotemporal Drought Assessment in Ningxia Autonomous Region: A Machine Learning and Remote Sensing Approach

  2024cites this paper
• Revealing accuracy in climate dynamics: enhancing evapotranspiration estimation using advanced quantile regression and machine learning models

  2024influential citation