TY - JOUR
T1 - Satellite-based meteorological drought indicator to support food security in Java Island
AU - Siswanto, Siswanto
AU - Wardani, Kartika Kusuma
AU - Purbantoro, Babag
AU - Rustanto, Andry
AU - Zulkarnain, Faris
AU - Anggraheni, Evi
AU - Dewanti, Ratih
AU - Nurlambang, Triarko
AU - Dimyati, Muhammad
N1 - Funding Information:
This research was financially supported by National Research Priority (PRN) Ministry of Research and Technology/National Research and Innovation Agency (RISTEK/BRIN) and Indonesia Endowment Fund for Education (LPDP under grant number: 250/E1/PRN/2020. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. We thank the (1) ESRI, (2) OpenStreetMap, (3) Agency for Meteorology, Climatology and Geophysics (BMKG), (4) NASA’s Earth Data, (5) Center for Hydrometeorology and Remote Sensing (CHRS), (6) Climate Hazards Center UCSB, (7) Ministry of Agriculture Republic Indonesia, (8) National Weather Service Climate Prediction Center, (9) Global Climate Observing System, and (10) Department of Geography, Faculty of Mathematics and Natural Sciences, University of Indonesia for providing funds, data, and information of anything needed for this study. We would also thank the support team for the National Research Priority (PRN) Program: Drought Model Development for Sustainable Food Estate Management based on Nexus-Spatial Approach.
Publisher Copyright:
Copyright: © 2022 Siswanto et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
PY - 2022/6
Y1 - 2022/6
N2 - A meteorological drought refers to reduced rainfall conditions and is a great challenge to food security. Information of a meteorological drought in advance is important for taking actions in anticipation of its effects, but this can be difficult for areas with limited or sparse ground observation data available. In this study, a meteorological drought indicator was approached by applying the Standardized Precipitation Index (SPI) to satellite-based precipitation products from multiple sources. The SPI based meteorological drought analysis was then applied to Java Island, in particular to the largest rice-producing districts of Indonesia. A comparison with ground observation data showed that the satellite products accurately described meteorological drought events in Java both spatially and temporally. Meteorological droughts of the eight largest rice-producing districts in Java were modulated by the natural variations in El Niño and a positive-phase Indian Ocean Dipole (IOD). The drought severity was found to be dependent on the intensity of El Niño and a positive-phase IOD that occurs simultaneously, while the duration seems to be modulated more by the positive-phase IOD. The results demonstrate the potential applicability of satellite-based precipitation monitoring to predicting meteorological drought conditions several months in advance and preparing for their effects.
AB - A meteorological drought refers to reduced rainfall conditions and is a great challenge to food security. Information of a meteorological drought in advance is important for taking actions in anticipation of its effects, but this can be difficult for areas with limited or sparse ground observation data available. In this study, a meteorological drought indicator was approached by applying the Standardized Precipitation Index (SPI) to satellite-based precipitation products from multiple sources. The SPI based meteorological drought analysis was then applied to Java Island, in particular to the largest rice-producing districts of Indonesia. A comparison with ground observation data showed that the satellite products accurately described meteorological drought events in Java both spatially and temporally. Meteorological droughts of the eight largest rice-producing districts in Java were modulated by the natural variations in El Niño and a positive-phase Indian Ocean Dipole (IOD). The drought severity was found to be dependent on the intensity of El Niño and a positive-phase IOD that occurs simultaneously, while the duration seems to be modulated more by the positive-phase IOD. The results demonstrate the potential applicability of satellite-based precipitation monitoring to predicting meteorological drought conditions several months in advance and preparing for their effects.
UR - http://www.scopus.com/inward/record.url?scp=85131701813&partnerID=8YFLogxK
U2 - 10.1371/journal.pone.0260982
DO - 10.1371/journal.pone.0260982
M3 - Article
C2 - 35657941
AN - SCOPUS:85131701813
SN - 1932-6203
VL - 17
JO - PloS one
JF - PloS one
IS - 6 June
M1 - e0260982
ER -