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An approach to characterise spatio-temporal drought dynamics
- 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
- Subjects :
- Spatio-temporal drought analysis
010504 meteorology & atmospheric sciences
0208 environmental biotechnology
02 engineering and technology
Linkage (mechanical)
Hydrology and Quantitative Water Management
01 natural sciences
law.invention
law
Precipitation
0105 earth and related environmental sciences
Water Science and Technology
WIMEK
Drought characterisation
Drought monitoring
Centroid
Drought tracking
Drought dynamics
15. Life on land
Grid
6. Clean water
020801 environmental engineering
Identification (information)
13. Climate action
Environmental science
Cartography
Hydrologie en Kwantitatief Waterbeheer
Subjects
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