Articles | Volume 20, issue 3
https://doi.org/10.5194/hess-20-1117-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Special issue:
https://doi.org/10.5194/hess-20-1117-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
15 Mar 2016
Research article |
| 15 Mar 2016
Multiscale evaluation of the Standardized Precipitation Index as a groundwater drought indicator
UFZ-Helmholtz Centre for Environmental Research, Leipzig, Germany
Jude L. Musuuza
UFZ-Helmholtz Centre for Environmental Research, Leipzig, Germany
now at: Department of Civil Engineering, University of Bristol,
Bristol, UK
Anne F. Van Loon
Hydrology and Quantitative Water Management Group,
Wageningen University, Wageningen, the Netherlands
now at: School of Geography, Earth and Environmental
Sciences, University of Birmingham, Birmingham, UK
Adriaan J. Teuling
Hydrology and Quantitative Water Management Group,
Wageningen University, Wageningen, the Netherlands
Roland Barthel
Department of Earth Sciences, University of Gothenburg,
Gothenburg, Sweden
Jurriaan Ten Broek
Hydrology and Quantitative Water Management Group,
Wageningen University, Wageningen, the Netherlands
Juliane Mai
UFZ-Helmholtz Centre for Environmental Research, Leipzig, Germany
Luis Samaniego
UFZ-Helmholtz Centre for Environmental Research, Leipzig, Germany
Sabine Attinger
UFZ-Helmholtz Centre for Environmental Research, Leipzig, Germany
Institute of Geosciences, University of Jena,
Jena, Germany
Viewed
Total article views: 7,449 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 05 Aug 2015)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 4,417 | 2,843 | 189 | 7,449 | 144 | 171 |
- HTML: 4,417
- PDF: 2,843
- XML: 189
- Total: 7,449
- BibTeX: 144
- EndNote: 171
Total article views: 6,261 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 15 Mar 2016)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 3,875 | 2,221 | 165 | 6,261 | 133 | 154 |
- HTML: 3,875
- PDF: 2,221
- XML: 165
- Total: 6,261
- BibTeX: 133
- EndNote: 154
Total article views: 1,188 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 05 Aug 2015)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 542 | 622 | 24 | 1,188 | 11 | 17 |
- HTML: 542
- PDF: 622
- XML: 24
- Total: 1,188
- BibTeX: 11
- EndNote: 17
Cited
137 citations as recorded by crossref.
- Determining Groundwater Drought Relative to the Opening of a River Barrage in Korea S. Yun et al. 10.3390/w15142658
- Propagation of forcing and model uncertainties on to hydrological drought characteristics in a multi-model century-long experiment in large river basins L. Samaniego et al. 10.1007/s10584-016-1778-y
- Trend Analysis of Groundwater Levels and Assessment of Regional Groundwater Drought: Ghataprabha River Basin, India A. Pathak & B. Dodamani 10.1007/s11053-018-9417-0
- Groundwater Drought Analysis under Data Scarcity: The Case of the Salento Aquifer (Italy) G. Balacco et al. 10.3390/su14020707
- Drought in a human-modified world: reframing drought definitions, understanding, and analysis approaches A. Van Loon et al. 10.5194/hess-20-3631-2016
- A Proposed Approach towards Quantifying the Resilience of Water Systems to the Potential Climate Change in the Lali Region, Southwest Iran N. Zeydalinejad et al. 10.3390/cli10110182
- Multi-timescale Performance of Groundwater Drought in Connection with Climate R. Zhu et al. 10.1007/s11269-023-03515-y
- Improved understanding of spatio‐temporal controls on regional scale groundwater flooding using hydrograph analysis and impulse response functions M. Ascott et al. 10.1002/hyp.11380
- Analysis of long term drought severity characteristics and trends across semiarid Botswana using two drought indices J. Byakatonda et al. 10.1016/j.atmosres.2018.07.002
- A high-resolution dataset of water fluxes and states for Germany accounting for parametric uncertainty M. Zink et al. 10.5194/hess-21-1769-2017
- Global high-resolution drought indices for 1981–2022 S. Gebrechorkos et al. 10.5194/essd-15-5449-2023
- Drivers and characteristics of groundwater drought under human interventions in arid and semiarid areas of China X. Ren et al. 10.1016/j.jhydrol.2024.130839
- A national-scale drought assessment in Uganda based on evapotranspiration deficits from the Bouchet hypothesis C. Kyatengerwa et al. 10.1016/j.jhydrol.2019.124348
- Post‐drought increase in regional‐scale groundwater nitrate in southwest Germany K. Jutglar et al. 10.1002/hyp.14307
- Impact of Changes in Groundwater Extractions and Climate Change on Groundwater-Dependent Ecosystems in a Complex Hydrogeological Setting J. van Engelenburg et al. 10.1007/s11269-017-1808-1
- Spatio‐temporal drought patterns of multiple drought indices based on precipitation and soil moisture: A case study in South Korea M. Kwon et al. 10.1002/joc.6094
- Hydrological System Complexity Induces a Drought Frequency Paradox J. Buitink et al. 10.3389/frwa.2021.640976
- Review: The influence of global change on Europe’s water cycle and groundwater recharge T. Riedel & T. Weber 10.1007/s10040-020-02165-3
- Long short‐term memory model for predicting groundwater level in Alabama V. Robinson et al. 10.1111/1752-1688.13170
- Testing the use of standardised indices and GRACE satellite data to estimate the European 2015 groundwater drought in near-real time A. Van Loon et al. 10.5194/hess-21-1947-2017
- Geographic Information Systems Application to Drought Distribution Identification with Standardized Precipitation Index (SPI) Method in Trenggalek Regency A. Utama et al. 10.29407/intensif.v5i2.15645
- Determination and prediction of standardized precipitation index (SPI) using TRMM data in arid ecosystems A. Mossad & A. Alazba 10.1007/s12517-018-3487-5
- Managed aquifer recharge as a drought mitigation strategy in heavily-stressed aquifers D. Wendt et al. 10.1088/1748-9326/abcfe1
- Process-based modelling to evaluate simulated groundwater levels and frequencies in a Chalk catchment in south-western England S. Brenner et al. 10.5194/nhess-18-445-2018
- New Standardized Base Flow Index for Identification of Hydrologic Drought in the Red River of the North Basin M. Bazrkar & X. Chu 10.1061/(ASCE)NH.1527-6996.0000414
- Spatiotemporal Variation of the Meteorological and Groundwater Droughts in Central Taiwan H. Yeh 10.3389/frwa.2021.636792
- Improving Drought Prediction Accuracy: A Hybrid EEMD and Support Vector Machine Approach with Standardized Precipitation Index R. Rezaiy & A. Shabri 10.1007/s11269-024-03912-x
- Developing a Reliability Index of Low Impact Development for Urban Areas Y. Song et al. 10.3390/w12112961
- Ambiguous Agricultural Drought: Characterising Soil Moisture and Vegetation Droughts in Europe from Earth Observation T. van Hateren et al. 10.3390/rs13101990
- Pseudo-Spatially-Distributed Modeling of Water Balance Components in the Free State of Saxony T. Luong et al. 10.3390/hydrology7040084
- Advancing AI-based pan-European groundwater monitoring Y. Ma et al. 10.1088/1748-9326/ac9c1e
- Identifying regional hotspots of heatwaves, droughts, floods, and their co-occurrences M. Vieira Passos et al. 10.1007/s00477-024-02783-3
- Assessing the impact of climate change on a coastal karst aquifer in a semi-arid area M. D'Oria et al. 10.1016/j.gsd.2024.101131
- Drought Detection of Regional Nonparametric Standardized Groundwater Index H. Chu 10.1007/s11269-018-1979-4
- Spatio-temporal assessment of multi-scalar meteorological and hydrological droughts over Bundelkhand, India R. Patidar et al. 10.1016/j.pce.2024.103729
- Comparison of parametric and nonparametric standardized precipitation index for detecting meteorological drought over the Indian region N. Mallenahalli 10.1007/s00704-020-03296-z
- Groundwater level responses to precipitation variability in Mediterranean insular aquifers J. Lorenzo-Lacruz et al. 10.1016/j.jhydrol.2017.07.011
- Exploring groundwater drought responsiveness in lowland post-glacial environments M. Nygren et al. 10.1007/s10040-022-02521-5
- Drought dynamics in California and Mississippi: A wavelet analysis of meteorological to agricultural drought transition X. Gu et al. 10.1016/j.jenvman.2024.122883
- The groundwater budget: A tool for preliminary estimation of the hydraulic connection between neighboring aquifers S. Viaroli et al. 10.1016/j.jhydrol.2017.10.066
- Spatiotemporal variation of watershed health propensity through reliability-resilience-vulnerability based drought index (case study: Shazand Watershed in Iran) S. Sadeghi & Z. Hazbavi 10.1016/j.scitotenv.2017.02.098
- The Quantification of Rainfall Variability Based on The Standardized Precipitation Index W. Sanusi et al. 10.1088/1742-6596/1244/1/012020
- An Indirect Approach Based on Long Short-Term Memory Networks to Estimate Groundwater Table Depth Anomalies Across Europe With an Application for Drought Analysis Y. Ma et al. 10.3389/frwa.2021.723548
- Characterisation of Groundwater Drought Using Distributed Modelling, Standardised Indices, and Principal Component Analysis V. Christelis et al. 10.1007/s11269-024-03997-4
- Drought indicators revisited: the need for a wider consideration of environment and society S. Bachmair et al. 10.1002/wat2.1154
- The 2018 northern European hydrological drought and its drivers in a historical perspective S. Bakke et al. 10.5194/hess-24-5621-2020
- Groundwater recharge assessment in dry years J. Kubicz et al. 10.1007/s12665-019-8565-9
- Multifractal characterization of meteorological to agricultural drought propagation over India A. Pachore et al. 10.1038/s41598-024-68534-0
- Agricultural drought monitoring in Sri Lanka using multisource satellite data N. Alahacoon & G. Amarnath 10.1016/j.asr.2022.03.009
- Multivariate groundwater drought analysis using copulas B. Saghafian & H. Sanginabadi 10.2166/nh.2020.131
- Satellite-based drought analysis in the Zambezi River Basin: Was the 2019 drought the most extreme in several decades as locally perceived? P. Hulsman et al. 10.1016/j.ejrh.2021.100789
- Use of a multiscalar GRACE-based standardized terrestrial water storage index for assessing global hydrological droughts A. Cui et al. 10.1016/j.jhydrol.2021.126871
- WITHDRAWN: Mapping the groundwater memory across Ireland: a step towards a groundwater drought susceptibility assessment P. Schuler et al. 10.1016/j.hydroa.2022.100131
- An overview of monitoring methods for assessing the performance of nature-based solutions against natural hazards P. Kumar et al. 10.1016/j.earscirev.2021.103603
- Characterization and propagation from meteorological to groundwater drought in different aquifers with multiple timescales R. Gong et al. 10.1016/j.ejrh.2023.101317
- Drought Characteristics Derived Based on the Standardized Streamflow Index: A Large Sample Comparison for Parametric and Nonparametric Methods E. Tijdeman et al. 10.1029/2019WR026315
- Regional Drought Analysis with Standardized Precipitation Evapotranspiration Index (SPEI): Gediz Basin, Turkey M. ÖNEY & A. ANLI 10.15832/ankutbd.1030782
- A General Overview of the Risk-Reduction Strategies for Floods and Droughts T. Yang & W. Liu 10.3390/su12072687
- Anthropogenic and Climate Contributions on the Changes in Terrestrial Water Storage in India A. Asoka & V. Mishra 10.1029/2020JD032470
- A Global Gridded Dataset of GRACE Drought Severity Index for 2002–14: Comparison with PDSI and SPEI and a Case Study of the Australia Millennium Drought M. Zhao et al. 10.1175/JHM-D-16-0182.1
- An inter-comparison of similarity-based methods for organisation and classification of groundwater hydrographs E. Haaf & R. Barthel 10.1016/j.jhydrol.2018.02.035
- Hydrological Drought Forecasts Using Markov Chains and Regression Models (Case Study: North-west of Algeria) A. Rahmouni et al. 10.3103/S1068373921100083
- Using an integrated hydrological model to estimate the usefulness of meteorological drought indices in a changing climate D. von Gunten et al. 10.5194/hess-20-4159-2016
- Drought forecasting through statistical models using standardised precipitation index: a systematic review and meta-regression analysis A. Anshuka et al. 10.1007/s11069-019-03665-6
- A pan-African high-resolution drought index dataset J. Peng et al. 10.5194/essd-12-753-2020
- Drought propagation characteristics across China: Time, probability, and threshold G. Geng et al. 10.1016/j.jhydrol.2024.130805
- From meteorological to hydrological drought using standardised indicators L. Barker et al. 10.5194/hess-20-2483-2016
- Evaluating seasonal hydrological extremes in mesoscale (pre-)Alpine basins at coarse 0.5° and fine hyperresolution J. Buitink et al. 10.5194/hess-23-1593-2019
- Investigation of the climate-driven periodicity of shallow groundwater level fluctuations in a Central-Eastern European agricultural region T. Garamhegyi et al. 10.1007/s10040-017-1665-2
- Trends in Austrian groundwater – Climate or human impact? J. Haas & S. Birk 10.1016/j.ejrh.2019.100597
- Strong Influence of Changes in Terrestrial Water Storage on Flood Potential in India D. Shah & V. Mishra 10.1029/2020JD033566
- Inundation–Desiccation State Prediction for Salt Pans in the Western Pannonian Basin Using Remote Sensing, Groundwater, and Meteorological Data H. Schauer et al. 10.3390/rs15194659
- Spatiotemporal variability of extreme precipitation events and their impacts on soil moisture and water table depth in Argentina’s core crop region A. Bernal-Mujica et al. 10.1080/02626667.2023.2192874
- Hydrological drought forecasts using precipitation data depend on catchment properties and human activities S. Sutanto et al. 10.1038/s43247-024-01295-w
- Challenges in drought monitoring and assessment in India S. Aadhar & V. Mishra 10.1016/j.wasec.2022.100120
- Drought Onset and Termination in India D. Shah & V. Mishra 10.1029/2020JD032871
- Improved regional-scale groundwater representation by the coupling of the mesoscale Hydrologic Model (mHM v5.7) to the groundwater model OpenGeoSys (OGS) M. Jing et al. 10.5194/gmd-11-1989-2018
- Hydrological Drought Assessment in a Small Lowland Catchment in Croatia T. Brleković & L. Tadić 10.3390/hydrology9050079
- Análise da Vulnerabilidade da Bacia Hidrográfica do Alto Descoberto (DF) à Seca, no período de 2001 a 2019 M. Rique Cangiano et al. 10.55761/abclima.v32i19.15757
- Potential of Pan-European Seasonal Hydrometeorological Drought Forecasts Obtained from a Multihazard Early Warning System S. Sutanto et al. 10.1175/BAMS-D-18-0196.1
- Understanding and seasonal forecasting of hydrological drought in the Anthropocene X. Yuan et al. 10.5194/hess-21-5477-2017
- Multi-scale EO-based agricultural drought monitoring indicator for operative irrigation networks management in Italy C. Corbari et al. 10.1016/j.ejrh.2024.101732
- Trend analysis of rainfall, rainy days and drought: a case study of Ghataprabha River Basin, India A. Pathak & B. Dodamani 10.1007/s40808-020-00798-7
- Groundwater and baseflow drought responses to synthetic recharge stress tests J. Hellwig et al. 10.5194/hess-25-1053-2021
- Mapping the groundwater memory across Ireland: A step towards a groundwater drought susceptibility assessment P. Schuler et al. 10.1016/j.jhydrol.2022.128277
- Spatial-temporal evolution of meteorological and groundwater droughts and their relationship in the North China Plain A. Zhao et al. 10.1016/j.jhydrol.2022.127903
- Localizing Hydrological Drought Early Warning Using In Situ Groundwater Sensors W. Veness et al. 10.1029/2022WR032165
- Temporal interpolation of groundwater level hydrographs for regional drought analysis using mixed models B. Marchant et al. 10.1007/s10040-022-02528-y
- Review of In-Situ and Remote Sensing-Based Indices and Their Applicability for Integrated Drought Monitoring in South Africa M. Mukhawana et al. 10.3390/w15020240
- Understanding the Role of Climate Characteristics in Drought Propagation T. Apurv et al. 10.1002/2017WR021445
- Inferring Grassland Drought Stress with Unsupervised Learning from Airborne Hyperspectral VNIR Imagery F. Hermanns et al. 10.3390/rs13101885
- Early Warning Indicators of Groundwater Drought in Mountainous Regions A. Gullacher et al. 10.1029/2022WR033399
- Selection of appropriate time scale with Boruta algorithm for regional drought monitoring using multi-scaler drought index Z. Ali et al. 10.1080/16000870.2019.1604057
- Using baseflow to quantify diffuse groundwater recharge and drought at a regional scale K. Schilling et al. 10.1016/j.jhydrol.2021.126765
- Spatial monitoring of meteorological drought characteristics based on the NASA POWER precipitation product over various regions of Iran Y. Kheyruri et al. 10.1007/s11356-023-25283-3
- Comprehensive assessment of baseflow responses to long-term meteorological droughts across the United States S. Lee & H. Ajami 10.1016/j.jhydrol.2023.130256
- Warming and greening exacerbate the propagation risk from meteorological to soil moisture drought Y. Li et al. 10.1016/j.jhydrol.2023.129716
- Impacts of climate change on groundwater droughts by means of standardized indices and regional climate models D. Secci et al. 10.1016/j.jhydrol.2021.127154
- Characterizing the spatiotemporal variability of groundwater levels of alluvial aquifers in different settings using drought indices J. Haas & S. Birk 10.5194/hess-21-2421-2017
- Hydrological drought assessment using the standardized groundwater index and the standardized precipitation index in the Berg River Catchment, South Africa M. Mukhawana et al. 10.1016/j.ejrh.2024.101779
- Integrating standardized indices and performance indicators for better drought assessment in semi-arid coastal aquifers M. Neves 10.1016/j.gsd.2024.101341
- Revisiting the recent European droughts from a long-term perspective M. Hanel et al. 10.1038/s41598-018-27464-4
- Application of hydroclimatic drought indicators in the transboundary Prut River basin V. Potopová et al. 10.1007/s00704-019-02789-w
- Evaluating the Utility of Drought Indices as Soil Moisture Proxies for Drought Monitoring and Land–Atmosphere Interactions S. Yuan et al. 10.1175/JHM-D-20-0022.1
- GRACE based groundwater drought evaluation of Ganga Basin and analysis of drought propagation using wavelet based quantitative approach S. Aon et al. 10.1016/j.scitotenv.2024.175666
- A conceptual model for climatic teleconnection signal control on groundwater variability in Europe W. Rust et al. 10.1016/j.earscirev.2017.09.017
- Frequency change of future extreme summer meteorological and hydrological droughts over North America C. Zhao et al. 10.1016/j.jhydrol.2019.124316
- Enhancing drought prediction precision with EEMD-ARIMA modeling based on standardized precipitation index R. Rezaiy & A. Shabri 10.2166/wst.2024.028
- Spatio-temporal modelling of the status of groundwater droughts B. Marchant & J. Bloomfield 10.1016/j.jhydrol.2018.07.009
- Artificial intelligence models to evaluate the impact of climate change on groundwater resources D. Secci et al. 10.1016/j.jhydrol.2023.130359
- Asymmetric impact of groundwater use on groundwater droughts D. Wendt et al. 10.5194/hess-24-4853-2020
- Machine-learning-constrained projection of bivariate hydrological drought magnitudes and socioeconomic risks over China R. Liu et al. 10.5194/hess-28-3305-2024
- Analysing the Relationship between Multiple-Timescale SPI and GRACE Terrestrial Water Storage in the Framework of Drought Monitoring C. Cammalleri et al. 10.3390/w11081672
- Connection between Meteorological and Groundwater Drought with Copula-Based Bivariate Frequency Analysis A. Pathak & B. Dodamani 10.1061/(ASCE)HE.1943-5584.0002089
- Capability of meteorological drought indices for detecting soil moisture droughts D. Halwatura et al. 10.1016/j.ejrh.2017.06.001
- Exploring cumulative probability functions for streamflow drought magnitude: Global scale analysis and parametric vs. non-parametric comparisons E. Popat & A. Hartmann 10.1016/j.jhydrol.2024.131426
- Evaluating the uncertainty and reliability of standardized indices L. Vergni et al. 10.2166/nh.2016.076
- Determinants of agroforestry adoption as an adaptation means to drought among smallholder farmers in Nakasongola District, Central Uganda M. David et al. 10.5897/AJAR2017.12219
- An assessment of trends and potential future changes in groundwater-baseflow drought based on catchment response times J. Hellwig & K. Stahl 10.5194/hess-22-6209-2018
- The German drought monitor M. Zink et al. 10.1088/1748-9326/11/7/074002
- Investigating the Effect of Climate Change on Drought Propagation in the Tarim River Basin Using Multi-Model Ensemble Projections X. Ding et al. 10.3390/atmos15010050
- Drought propagation under global warming: Characteristics, approaches, processes, and controlling factors X. Zhang et al. 10.1016/j.scitotenv.2022.156021
- The first global multi-timescale daily SPEI dataset from 1982 to 2021 X. Liu et al. 10.1038/s41597-024-03047-z
- Multifractal Description of the Agricultural and Meteorological Drought Propagation Process L. Gu et al. 10.1007/s11269-024-03830-y
- Long-term daily hydrometeorological drought indices, soil moisture, and evapotranspiration for ICOS sites F. Pohl et al. 10.1038/s41597-023-02192-1
- Integrated Drought Index (IDI) for Drought Monitoring and Assessment in India D. Shah & V. Mishra 10.1029/2019WR026284
- Current understanding of groundwater recharge and groundwater drought in Sweden compared to countries with similar geology and climate R. Barthel et al. 10.1080/04353676.2021.1969130
- Improved understanding of regional groundwater drought development through time series modelling: the 2018–2019 drought in the Netherlands E. Brakkee et al. 10.5194/hess-26-551-2022
- Assessment of dynamic drought-induced ecosystem risk: Integrating time-varying hazard frequency, exposure and vulnerability W. Fang et al. 10.1016/j.jenvman.2023.118176
- GRACE-based high-resolution propagation threshold from meteorological to groundwater drought Z. Han et al. 10.1016/j.agrformet.2021.108476
- Is Standardized Precipitation Index (SPI) a Useful Indicator to Forecast Groundwater Droughts? — Insights from a Karst Aquifer V. Uddameri et al. 10.1111/1752-1688.12698
- Investigating Whether the Ensemble Average of Multi-Global-Climate-Models Can Necessarily Better Project Seasonal Drought Conditions in China J. Liu et al. 10.3390/atmos14091408
- Increasing influence of evapotranspiration on prolonged water storage recovery in Germany F. Boeing et al. 10.1088/1748-9326/ad24ce
- Contribution of standardized indexes to understand groundwater level fluctuations in response to meteorological conditions in cold and humid climates E. Dubois & M. Larocque 10.1016/j.jhydrol.2024.131105
- Exploring evapotranspiration dynamics over Sub-Sahara Africa (2000–2014) C. Ndehedehe et al. 10.1007/s10661-018-6780-6
- Heat waves, temperature extremes and their impacts on monsoon rainfall and meteorological drought in Gujarat, India N. Bandyopadhyay et al. 10.1007/s11069-016-2205-4
- Coupled Groundwater Drought and Water Scarcity Index for Intensively Overdrafted Aquifers H. Sanginabadi et al. 10.1061/(ASCE)HE.1943-5584.0001764
134 citations as recorded by crossref.
- Determining Groundwater Drought Relative to the Opening of a River Barrage in Korea S. Yun et al. 10.3390/w15142658
- Propagation of forcing and model uncertainties on to hydrological drought characteristics in a multi-model century-long experiment in large river basins L. Samaniego et al. 10.1007/s10584-016-1778-y
- Trend Analysis of Groundwater Levels and Assessment of Regional Groundwater Drought: Ghataprabha River Basin, India A. Pathak & B. Dodamani 10.1007/s11053-018-9417-0
- Groundwater Drought Analysis under Data Scarcity: The Case of the Salento Aquifer (Italy) G. Balacco et al. 10.3390/su14020707
- Drought in a human-modified world: reframing drought definitions, understanding, and analysis approaches A. Van Loon et al. 10.5194/hess-20-3631-2016
- A Proposed Approach towards Quantifying the Resilience of Water Systems to the Potential Climate Change in the Lali Region, Southwest Iran N. Zeydalinejad et al. 10.3390/cli10110182
- Multi-timescale Performance of Groundwater Drought in Connection with Climate R. Zhu et al. 10.1007/s11269-023-03515-y
- Improved understanding of spatio‐temporal controls on regional scale groundwater flooding using hydrograph analysis and impulse response functions M. Ascott et al. 10.1002/hyp.11380
- Analysis of long term drought severity characteristics and trends across semiarid Botswana using two drought indices J. Byakatonda et al. 10.1016/j.atmosres.2018.07.002
- A high-resolution dataset of water fluxes and states for Germany accounting for parametric uncertainty M. Zink et al. 10.5194/hess-21-1769-2017
- Global high-resolution drought indices for 1981–2022 S. Gebrechorkos et al. 10.5194/essd-15-5449-2023
- Drivers and characteristics of groundwater drought under human interventions in arid and semiarid areas of China X. Ren et al. 10.1016/j.jhydrol.2024.130839
- A national-scale drought assessment in Uganda based on evapotranspiration deficits from the Bouchet hypothesis C. Kyatengerwa et al. 10.1016/j.jhydrol.2019.124348
- Post‐drought increase in regional‐scale groundwater nitrate in southwest Germany K. Jutglar et al. 10.1002/hyp.14307
- Impact of Changes in Groundwater Extractions and Climate Change on Groundwater-Dependent Ecosystems in a Complex Hydrogeological Setting J. van Engelenburg et al. 10.1007/s11269-017-1808-1
- Spatio‐temporal drought patterns of multiple drought indices based on precipitation and soil moisture: A case study in South Korea M. Kwon et al. 10.1002/joc.6094
- Hydrological System Complexity Induces a Drought Frequency Paradox J. Buitink et al. 10.3389/frwa.2021.640976
- Review: The influence of global change on Europe’s water cycle and groundwater recharge T. Riedel & T. Weber 10.1007/s10040-020-02165-3
- Long short‐term memory model for predicting groundwater level in Alabama V. Robinson et al. 10.1111/1752-1688.13170
- Testing the use of standardised indices and GRACE satellite data to estimate the European 2015 groundwater drought in near-real time A. Van Loon et al. 10.5194/hess-21-1947-2017
- Geographic Information Systems Application to Drought Distribution Identification with Standardized Precipitation Index (SPI) Method in Trenggalek Regency A. Utama et al. 10.29407/intensif.v5i2.15645
- Determination and prediction of standardized precipitation index (SPI) using TRMM data in arid ecosystems A. Mossad & A. Alazba 10.1007/s12517-018-3487-5
- Managed aquifer recharge as a drought mitigation strategy in heavily-stressed aquifers D. Wendt et al. 10.1088/1748-9326/abcfe1
- Process-based modelling to evaluate simulated groundwater levels and frequencies in a Chalk catchment in south-western England S. Brenner et al. 10.5194/nhess-18-445-2018
- New Standardized Base Flow Index for Identification of Hydrologic Drought in the Red River of the North Basin M. Bazrkar & X. Chu 10.1061/(ASCE)NH.1527-6996.0000414
- Spatiotemporal Variation of the Meteorological and Groundwater Droughts in Central Taiwan H. Yeh 10.3389/frwa.2021.636792
- Improving Drought Prediction Accuracy: A Hybrid EEMD and Support Vector Machine Approach with Standardized Precipitation Index R. Rezaiy & A. Shabri 10.1007/s11269-024-03912-x
- Developing a Reliability Index of Low Impact Development for Urban Areas Y. Song et al. 10.3390/w12112961
- Ambiguous Agricultural Drought: Characterising Soil Moisture and Vegetation Droughts in Europe from Earth Observation T. van Hateren et al. 10.3390/rs13101990
- Pseudo-Spatially-Distributed Modeling of Water Balance Components in the Free State of Saxony T. Luong et al. 10.3390/hydrology7040084
- Advancing AI-based pan-European groundwater monitoring Y. Ma et al. 10.1088/1748-9326/ac9c1e
- Identifying regional hotspots of heatwaves, droughts, floods, and their co-occurrences M. Vieira Passos et al. 10.1007/s00477-024-02783-3
- Assessing the impact of climate change on a coastal karst aquifer in a semi-arid area M. D'Oria et al. 10.1016/j.gsd.2024.101131
- Drought Detection of Regional Nonparametric Standardized Groundwater Index H. Chu 10.1007/s11269-018-1979-4
- Spatio-temporal assessment of multi-scalar meteorological and hydrological droughts over Bundelkhand, India R. Patidar et al. 10.1016/j.pce.2024.103729
- Comparison of parametric and nonparametric standardized precipitation index for detecting meteorological drought over the Indian region N. Mallenahalli 10.1007/s00704-020-03296-z
- Groundwater level responses to precipitation variability in Mediterranean insular aquifers J. Lorenzo-Lacruz et al. 10.1016/j.jhydrol.2017.07.011
- Exploring groundwater drought responsiveness in lowland post-glacial environments M. Nygren et al. 10.1007/s10040-022-02521-5
- Drought dynamics in California and Mississippi: A wavelet analysis of meteorological to agricultural drought transition X. Gu et al. 10.1016/j.jenvman.2024.122883
- The groundwater budget: A tool for preliminary estimation of the hydraulic connection between neighboring aquifers S. Viaroli et al. 10.1016/j.jhydrol.2017.10.066
- Spatiotemporal variation of watershed health propensity through reliability-resilience-vulnerability based drought index (case study: Shazand Watershed in Iran) S. Sadeghi & Z. Hazbavi 10.1016/j.scitotenv.2017.02.098
- The Quantification of Rainfall Variability Based on The Standardized Precipitation Index W. Sanusi et al. 10.1088/1742-6596/1244/1/012020
- An Indirect Approach Based on Long Short-Term Memory Networks to Estimate Groundwater Table Depth Anomalies Across Europe With an Application for Drought Analysis Y. Ma et al. 10.3389/frwa.2021.723548
- Characterisation of Groundwater Drought Using Distributed Modelling, Standardised Indices, and Principal Component Analysis V. Christelis et al. 10.1007/s11269-024-03997-4
- Drought indicators revisited: the need for a wider consideration of environment and society S. Bachmair et al. 10.1002/wat2.1154
- The 2018 northern European hydrological drought and its drivers in a historical perspective S. Bakke et al. 10.5194/hess-24-5621-2020
- Groundwater recharge assessment in dry years J. Kubicz et al. 10.1007/s12665-019-8565-9
- Multifractal characterization of meteorological to agricultural drought propagation over India A. Pachore et al. 10.1038/s41598-024-68534-0
- Agricultural drought monitoring in Sri Lanka using multisource satellite data N. Alahacoon & G. Amarnath 10.1016/j.asr.2022.03.009
- Multivariate groundwater drought analysis using copulas B. Saghafian & H. Sanginabadi 10.2166/nh.2020.131
- Satellite-based drought analysis in the Zambezi River Basin: Was the 2019 drought the most extreme in several decades as locally perceived? P. Hulsman et al. 10.1016/j.ejrh.2021.100789
- Use of a multiscalar GRACE-based standardized terrestrial water storage index for assessing global hydrological droughts A. Cui et al. 10.1016/j.jhydrol.2021.126871
- WITHDRAWN: Mapping the groundwater memory across Ireland: a step towards a groundwater drought susceptibility assessment P. Schuler et al. 10.1016/j.hydroa.2022.100131
- An overview of monitoring methods for assessing the performance of nature-based solutions against natural hazards P. Kumar et al. 10.1016/j.earscirev.2021.103603
- Characterization and propagation from meteorological to groundwater drought in different aquifers with multiple timescales R. Gong et al. 10.1016/j.ejrh.2023.101317
- Drought Characteristics Derived Based on the Standardized Streamflow Index: A Large Sample Comparison for Parametric and Nonparametric Methods E. Tijdeman et al. 10.1029/2019WR026315
- Regional Drought Analysis with Standardized Precipitation Evapotranspiration Index (SPEI): Gediz Basin, Turkey M. ÖNEY & A. ANLI 10.15832/ankutbd.1030782
- A General Overview of the Risk-Reduction Strategies for Floods and Droughts T. Yang & W. Liu 10.3390/su12072687
- Anthropogenic and Climate Contributions on the Changes in Terrestrial Water Storage in India A. Asoka & V. Mishra 10.1029/2020JD032470
- A Global Gridded Dataset of GRACE Drought Severity Index for 2002–14: Comparison with PDSI and SPEI and a Case Study of the Australia Millennium Drought M. Zhao et al. 10.1175/JHM-D-16-0182.1
- An inter-comparison of similarity-based methods for organisation and classification of groundwater hydrographs E. Haaf & R. Barthel 10.1016/j.jhydrol.2018.02.035
- Hydrological Drought Forecasts Using Markov Chains and Regression Models (Case Study: North-west of Algeria) A. Rahmouni et al. 10.3103/S1068373921100083
- Using an integrated hydrological model to estimate the usefulness of meteorological drought indices in a changing climate D. von Gunten et al. 10.5194/hess-20-4159-2016
- Drought forecasting through statistical models using standardised precipitation index: a systematic review and meta-regression analysis A. Anshuka et al. 10.1007/s11069-019-03665-6
- A pan-African high-resolution drought index dataset J. Peng et al. 10.5194/essd-12-753-2020
- Drought propagation characteristics across China: Time, probability, and threshold G. Geng et al. 10.1016/j.jhydrol.2024.130805
- From meteorological to hydrological drought using standardised indicators L. Barker et al. 10.5194/hess-20-2483-2016
- Evaluating seasonal hydrological extremes in mesoscale (pre-)Alpine basins at coarse 0.5° and fine hyperresolution J. Buitink et al. 10.5194/hess-23-1593-2019
- Investigation of the climate-driven periodicity of shallow groundwater level fluctuations in a Central-Eastern European agricultural region T. Garamhegyi et al. 10.1007/s10040-017-1665-2
- Trends in Austrian groundwater – Climate or human impact? J. Haas & S. Birk 10.1016/j.ejrh.2019.100597
- Strong Influence of Changes in Terrestrial Water Storage on Flood Potential in India D. Shah & V. Mishra 10.1029/2020JD033566
- Inundation–Desiccation State Prediction for Salt Pans in the Western Pannonian Basin Using Remote Sensing, Groundwater, and Meteorological Data H. Schauer et al. 10.3390/rs15194659
- Spatiotemporal variability of extreme precipitation events and their impacts on soil moisture and water table depth in Argentina’s core crop region A. Bernal-Mujica et al. 10.1080/02626667.2023.2192874
- Hydrological drought forecasts using precipitation data depend on catchment properties and human activities S. Sutanto et al. 10.1038/s43247-024-01295-w
- Challenges in drought monitoring and assessment in India S. Aadhar & V. Mishra 10.1016/j.wasec.2022.100120
- Drought Onset and Termination in India D. Shah & V. Mishra 10.1029/2020JD032871
- Improved regional-scale groundwater representation by the coupling of the mesoscale Hydrologic Model (mHM v5.7) to the groundwater model OpenGeoSys (OGS) M. Jing et al. 10.5194/gmd-11-1989-2018
- Hydrological Drought Assessment in a Small Lowland Catchment in Croatia T. Brleković & L. Tadić 10.3390/hydrology9050079
- Análise da Vulnerabilidade da Bacia Hidrográfica do Alto Descoberto (DF) à Seca, no período de 2001 a 2019 M. Rique Cangiano et al. 10.55761/abclima.v32i19.15757
- Potential of Pan-European Seasonal Hydrometeorological Drought Forecasts Obtained from a Multihazard Early Warning System S. Sutanto et al. 10.1175/BAMS-D-18-0196.1
- Understanding and seasonal forecasting of hydrological drought in the Anthropocene X. Yuan et al. 10.5194/hess-21-5477-2017
- Multi-scale EO-based agricultural drought monitoring indicator for operative irrigation networks management in Italy C. Corbari et al. 10.1016/j.ejrh.2024.101732
- Trend analysis of rainfall, rainy days and drought: a case study of Ghataprabha River Basin, India A. Pathak & B. Dodamani 10.1007/s40808-020-00798-7
- Groundwater and baseflow drought responses to synthetic recharge stress tests J. Hellwig et al. 10.5194/hess-25-1053-2021
- Mapping the groundwater memory across Ireland: A step towards a groundwater drought susceptibility assessment P. Schuler et al. 10.1016/j.jhydrol.2022.128277
- Spatial-temporal evolution of meteorological and groundwater droughts and their relationship in the North China Plain A. Zhao et al. 10.1016/j.jhydrol.2022.127903
- Localizing Hydrological Drought Early Warning Using In Situ Groundwater Sensors W. Veness et al. 10.1029/2022WR032165
- Temporal interpolation of groundwater level hydrographs for regional drought analysis using mixed models B. Marchant et al. 10.1007/s10040-022-02528-y
- Review of In-Situ and Remote Sensing-Based Indices and Their Applicability for Integrated Drought Monitoring in South Africa M. Mukhawana et al. 10.3390/w15020240
- Understanding the Role of Climate Characteristics in Drought Propagation T. Apurv et al. 10.1002/2017WR021445
- Inferring Grassland Drought Stress with Unsupervised Learning from Airborne Hyperspectral VNIR Imagery F. Hermanns et al. 10.3390/rs13101885
- Early Warning Indicators of Groundwater Drought in Mountainous Regions A. Gullacher et al. 10.1029/2022WR033399
- Selection of appropriate time scale with Boruta algorithm for regional drought monitoring using multi-scaler drought index Z. Ali et al. 10.1080/16000870.2019.1604057
- Using baseflow to quantify diffuse groundwater recharge and drought at a regional scale K. Schilling et al. 10.1016/j.jhydrol.2021.126765
- Spatial monitoring of meteorological drought characteristics based on the NASA POWER precipitation product over various regions of Iran Y. Kheyruri et al. 10.1007/s11356-023-25283-3
- Comprehensive assessment of baseflow responses to long-term meteorological droughts across the United States S. Lee & H. Ajami 10.1016/j.jhydrol.2023.130256
- Warming and greening exacerbate the propagation risk from meteorological to soil moisture drought Y. Li et al. 10.1016/j.jhydrol.2023.129716
- Impacts of climate change on groundwater droughts by means of standardized indices and regional climate models D. Secci et al. 10.1016/j.jhydrol.2021.127154
- Characterizing the spatiotemporal variability of groundwater levels of alluvial aquifers in different settings using drought indices J. Haas & S. Birk 10.5194/hess-21-2421-2017
- Hydrological drought assessment using the standardized groundwater index and the standardized precipitation index in the Berg River Catchment, South Africa M. Mukhawana et al. 10.1016/j.ejrh.2024.101779
- Integrating standardized indices and performance indicators for better drought assessment in semi-arid coastal aquifers M. Neves 10.1016/j.gsd.2024.101341
- Revisiting the recent European droughts from a long-term perspective M. Hanel et al. 10.1038/s41598-018-27464-4
- Application of hydroclimatic drought indicators in the transboundary Prut River basin V. Potopová et al. 10.1007/s00704-019-02789-w
- Evaluating the Utility of Drought Indices as Soil Moisture Proxies for Drought Monitoring and Land–Atmosphere Interactions S. Yuan et al. 10.1175/JHM-D-20-0022.1
- GRACE based groundwater drought evaluation of Ganga Basin and analysis of drought propagation using wavelet based quantitative approach S. Aon et al. 10.1016/j.scitotenv.2024.175666
- A conceptual model for climatic teleconnection signal control on groundwater variability in Europe W. Rust et al. 10.1016/j.earscirev.2017.09.017
- Frequency change of future extreme summer meteorological and hydrological droughts over North America C. Zhao et al. 10.1016/j.jhydrol.2019.124316
- Enhancing drought prediction precision with EEMD-ARIMA modeling based on standardized precipitation index R. Rezaiy & A. Shabri 10.2166/wst.2024.028
- Spatio-temporal modelling of the status of groundwater droughts B. Marchant & J. Bloomfield 10.1016/j.jhydrol.2018.07.009
- Artificial intelligence models to evaluate the impact of climate change on groundwater resources D. Secci et al. 10.1016/j.jhydrol.2023.130359
- Asymmetric impact of groundwater use on groundwater droughts D. Wendt et al. 10.5194/hess-24-4853-2020
- Machine-learning-constrained projection of bivariate hydrological drought magnitudes and socioeconomic risks over China R. Liu et al. 10.5194/hess-28-3305-2024
- Analysing the Relationship between Multiple-Timescale SPI and GRACE Terrestrial Water Storage in the Framework of Drought Monitoring C. Cammalleri et al. 10.3390/w11081672
- Connection between Meteorological and Groundwater Drought with Copula-Based Bivariate Frequency Analysis A. Pathak & B. Dodamani 10.1061/(ASCE)HE.1943-5584.0002089
- Capability of meteorological drought indices for detecting soil moisture droughts D. Halwatura et al. 10.1016/j.ejrh.2017.06.001
- Exploring cumulative probability functions for streamflow drought magnitude: Global scale analysis and parametric vs. non-parametric comparisons E. Popat & A. Hartmann 10.1016/j.jhydrol.2024.131426
- Evaluating the uncertainty and reliability of standardized indices L. Vergni et al. 10.2166/nh.2016.076
- Determinants of agroforestry adoption as an adaptation means to drought among smallholder farmers in Nakasongola District, Central Uganda M. David et al. 10.5897/AJAR2017.12219
- An assessment of trends and potential future changes in groundwater-baseflow drought based on catchment response times J. Hellwig & K. Stahl 10.5194/hess-22-6209-2018
- The German drought monitor M. Zink et al. 10.1088/1748-9326/11/7/074002
- Investigating the Effect of Climate Change on Drought Propagation in the Tarim River Basin Using Multi-Model Ensemble Projections X. Ding et al. 10.3390/atmos15010050
- Drought propagation under global warming: Characteristics, approaches, processes, and controlling factors X. Zhang et al. 10.1016/j.scitotenv.2022.156021
- The first global multi-timescale daily SPEI dataset from 1982 to 2021 X. Liu et al. 10.1038/s41597-024-03047-z
- Multifractal Description of the Agricultural and Meteorological Drought Propagation Process L. Gu et al. 10.1007/s11269-024-03830-y
- Long-term daily hydrometeorological drought indices, soil moisture, and evapotranspiration for ICOS sites F. Pohl et al. 10.1038/s41597-023-02192-1
- Integrated Drought Index (IDI) for Drought Monitoring and Assessment in India D. Shah & V. Mishra 10.1029/2019WR026284
- Current understanding of groundwater recharge and groundwater drought in Sweden compared to countries with similar geology and climate R. Barthel et al. 10.1080/04353676.2021.1969130
- Improved understanding of regional groundwater drought development through time series modelling: the 2018–2019 drought in the Netherlands E. Brakkee et al. 10.5194/hess-26-551-2022
- Assessment of dynamic drought-induced ecosystem risk: Integrating time-varying hazard frequency, exposure and vulnerability W. Fang et al. 10.1016/j.jenvman.2023.118176
- GRACE-based high-resolution propagation threshold from meteorological to groundwater drought Z. Han et al. 10.1016/j.agrformet.2021.108476
- Is Standardized Precipitation Index (SPI) a Useful Indicator to Forecast Groundwater Droughts? — Insights from a Karst Aquifer V. Uddameri et al. 10.1111/1752-1688.12698
- Investigating Whether the Ensemble Average of Multi-Global-Climate-Models Can Necessarily Better Project Seasonal Drought Conditions in China J. Liu et al. 10.3390/atmos14091408
- Increasing influence of evapotranspiration on prolonged water storage recovery in Germany F. Boeing et al. 10.1088/1748-9326/ad24ce
- Contribution of standardized indexes to understand groundwater level fluctuations in response to meteorological conditions in cold and humid climates E. Dubois & M. Larocque 10.1016/j.jhydrol.2024.131105
3 citations as recorded by crossref.
- Exploring evapotranspiration dynamics over Sub-Sahara Africa (2000–2014) C. Ndehedehe et al. 10.1007/s10661-018-6780-6
- Heat waves, temperature extremes and their impacts on monsoon rainfall and meteorological drought in Gujarat, India N. Bandyopadhyay et al. 10.1007/s11069-016-2205-4
- Coupled Groundwater Drought and Water Scarcity Index for Intensively Overdrafted Aquifers H. Sanginabadi et al. 10.1061/(ASCE)HE.1943-5584.0001764
Saved (preprint)
Discussed (final revised paper)
Latest update: 13 Dec 2024
Short summary
In a maiden attempt, we performed a multiscale evaluation of the widely used SPI to characterize local- and regional-scale groundwater (GW) droughts using observations at 2040 groundwater wells in Germany and the Netherlands. From this data-based exploratory analysis, we provide sufficient evidence regarding the inability of the SPI to characterize GW drought events, and stress the need for more GW observations and accounting for regional hydrogeological characteristics in GW drought monitoring.
In a maiden attempt, we performed a multiscale evaluation of the widely used SPI to characterize...
