다중시기 위성영상과 기후자료를 활용한 쌀 생산지 면적 및 생산량 분석 - 방글라데시 Barisal 지역을 중심으로 -
Analysis of Rice Production Area and Amount using Multi-temporal Satellite Images and Climate Data: Focus on Barisal division in Bangladesh
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초록
The purpose of this study is to identify the effectiveness of satellite images in detecting the areas of rice production in the Barisal of Bangladesh. We also investigated the effect of climate change on the crop production through comparative analysis of rice production area and production statistics with climate data at multi-temporal time scale. This analysis found that the classification of rice fields extracted through satellite image and made as the number of rice cultivation areas did not exceed 10 percent of the statistical data. Climate data analysis showed that the average temperature during the ripening stage has the greatest impact on Boro’s production. It would be more make sense if you can describe the results of how precipitation is also important for rice production in addition to temperature. Therefore, it is believed that this research could serve as a key basis for solving food security issues due to climate change.
Abstract
The purpose of this study is to identify the effectiveness of satellite images in detecting the areas of rice production in the Barisal of Bangladesh. We also investigated the effect of climate change on the crop production through comparative analysis of rice production area and production statistics with climate data at multi-temporal time scale. This analysis found that the classification of rice fields extracted through satellite image and made as the number of rice cultivation areas did not exceed 10 percent of the statistical data. Climate data analysis showed that the average temperature during the ripening stage has the greatest impact on Boro’s production. It would be more make sense if you can describe the results of how precipitation is also important for rice production in addition to temperature. Therefore, it is believed that this research could serve as a key basis for solving food security issues due to climate change.
참고문헌 (11)
- Brown, M. E., "Global phenological response to climate change in crop areas using satellite remote sensing of vegetation, humidity and temperature over 26 years", Remote Sensing of Environment, 126, pp.174~183 (2012)
- Campbell, J. B., "Introduction to remote sensing", pp.550~551 (1996), The Gilford Press
- FAO, "Climate change and food security: A framework document", Food and Agriculture Organization of the United Nations, ~ (2016)
- Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, "IPCC", IPCC, ~ (2014)
- 김현옥, "농촌지역 토지피복분류를 위한 객체기반 영상분석기법 연구", 한국지리정보학회지, 15(4), pp.26~41 (2012), 한국지리정보학회[DOI]
- 김나리, "위성영상과 기후자료를 이용한 미중서부 옥수수와 콩의 수확량 추정", 기후연구, 9(4), pp.315~329 (2014), 기후연구소[DOI]
- 김이현, "COSMO-SkyMed SAR 영상을 이용한 밀 생육 모니터링", 대한원격탐사학회지, 29(1), pp.35~43 (2013), 대한원격탐사학회[DOI]
- Satir, O., "Crop yield prediction under soil salinity using satellite derived vegetation indices", Field Crops Research, 192, pp.134~143 (2016)
- Tadesse, T., "Evaluating a satellite based seasonal evapotranspiration product and identifying its relationship with other satellitederived products and crop yield: a case study for Ethiopia", International Journal of Applied Earth Observation and Geoinformation, 40, pp.39~54 (2015)
- 염종민, "SPOT", VEGETATION NDVI 자료를 이용한 북한지역 식생 변화 탐지, 2008, pp.11(2), 28~37[DOI]
- "FAOSTAT"[URL]
