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An approach to characterise spatio-temporal drought dynamics

Authors :
Henny A. J. Van Lanen
Dimitri Solomatine
Emmanouil A. Varouchakis
Gerald Corzo Perez
Vitali Diaz
Source :
Advances in Water Resources, 137, Advances in Water Resources 137 (2020), Advances in Water Resources
Publication Year :
2020

Abstract

Summarization: The spatiotemporal monitoring of droughts is a complex task. In the past decades, drought monitoring has been increasingly developed, while the consideration of its spatio-temporal dynamics is still a challenge. This study proposes a method to build the spatial tracks and paths of drought, which can enhance its monitoring. The steps for the drought tracks calculation are (1) identification of spatial units (areas), (2) centroids localisation, and (3) centroids linkage. The spatio-temporal analysis performed here to extract the areas and centroids builds upon the Contiguous Drought Area (CDA) analysis. The potential of the proposed methodology is illustrated using grid data from the Standardized Precipitation Evaporation Index (SPEI) Global Drought Monitor over India (1901-2013), as an example. The method to calculate the drought tracks allows for identification of drought paths delineated by an onset and an end in space and time. Tracks, severity and duration of the drought are identified, as well as localisation (onset and end position), and rotation. The response of the drought tracking method to different combinations of parameters is also analysed. Further research is in progress to set up a model to predict the drought tracks for particular regions across the world, including India (https://www.researchgate.net/project/STAND-Spatio-Temporal-ANalysis-of-Drought). Presented on: Advances in Water Resources

Details

Language :
English
ISSN :
03091708
Database :
OpenAIRE
Journal :
Advances in Water Resources, 137, Advances in Water Resources 137 (2020), Advances in Water Resources
Accession number :
edsair.doi.dedup.....d98b438a893adc42390d2df2717784a8