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Multifractal Downscaling of Rainfall Using Normalized Difference Vegetation Index (NDVI) in the Andes Plateau
- Source :
- PLoS ONE, Vol 12, Iss 1, p e0168982 (2017), PLoS ONE
- Publication Year :
- 2017
- Publisher :
- Public Library of Science (PLoS), 2017.
-
Abstract
- In this paper, a multifractal downscaling technique is applied to adequately transformed and lag corrected normalized difference vegetation index (NDVI) in order to obtain daily estimates of rainfall in an area of the Peruvian Andean high plateau. This downscaling procedure is temporal in nature since the original NDVI information is provided at an irregular temporal sampling period between 8 and 11 days, and the desired final scale is 1 day. The spatial resolution of approximately 1 km remains the same throughout the downscaling process. The results were validated against on-site measurements of meteorological stations distributed in the area under study.
- Subjects :
- Atmospheric Science
010504 meteorology & atmospheric sciences
Rain
0208 environmental biotechnology
lcsh:Medicine
02 engineering and technology
Forests
01 natural sciences
Mathematical and Statistical Techniques
Peru
lcsh:Science
Latitude
Multidisciplinary
Plateau
geography.geographical_feature_category
Fourier Analysis
Ecology
Geography
Multifractal system
Vegetation
Plants
Terrestrial Environments
Longitude
Climatology
Physical Sciences
Research Article
Downscaling
Cartography
Imaging Techniques
Research and Analysis Methods
Ecosystems
Normalized Difference Vegetation Index
Composite Images
Meteorology
Spatio-Temporal Analysis
Humans
Ecosystem
0105 earth and related environmental sciences
Rainforests
geography
Models, Statistical
Ecology and Environmental Sciences
lcsh:R
Biology and Life Sciences
Random Variables
Enhanced vegetation index
Probability Theory
Probability Distribution
020801 environmental engineering
Earth Sciences
Environmental science
lcsh:Q
Scale (map)
Mathematics
Subjects
Details
- ISSN :
- 19326203
- Volume :
- 12
- Database :
- OpenAIRE
- Journal :
- PLOS ONE
- Accession number :
- edsair.doi.dedup.....fddc0c3f95831af2dc9259b54552f3fe