Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.5194/isprsarchives-XL-8-39-2014 |
ASSESSING AGRICULTURAL VULNERABILITY IN INDIA USING NDVI DATA PRODUCTS | |
Kaushalya, R.; Kumar, V. Praveen; Shubhasmita, S. | |
通讯作者 | Kaushalya, R. |
会议名称 | ISPRS Technical Commission VIII Symposium |
会议日期 | DEC 09-12, 2014 |
会议地点 | Hyderabad, INDIA |
英文摘要 | Impact of climate change on Indian rainfed agriculture was assessed using temporal NDVI data products from AVHRR and MODIS. Agricultural vulnerability was analysed using CV of Max NDVI from NOAA-AVHRR (15-day, 8km) and MODIS-TERRA (16-day, 250m) NDVI data products from 1982 -2012. AVHRR dataset was found suitable for estimating regional vulnerability at state and agro-eco-sub-region (AESR) level while MODIS dataset was suitable for drawing district-level strategy for adaptation and mitigation. Methodology was developed to analyse NDVI variations with spatial pattern of rainfall using 1(0) X 1(0) girded data and spatially interpolating it to estimate Standard Precipitation Index. Study indicated large variations in vegetation dynamics across India owing to bio-climate and natural resource base. IPCC framework of vulnerability and exposure was used to identify vulnerable region extending from arid western India to semi-arid and dry sub-humid regions in central India and southern peninsula. This is a major agricultural region in the country with sizable human and livestock population with millions of marginal and small farm holdings. Exposure to climatic variability at local and regional levels have national implications and study indicated that over 122 districts extending over 110 mha was vulnerable to climate change that spread across 26 typical AESR in 11 states in India. Of the 74 mha under agriculture in the region, MODIS dataset indicated 47 mha as agriculturally vulnerable while coarser resolution of AVHRR dataset indicated a conservative estimate of 29 mha. First ever estimates of agricultural vulnerability for India indicates 20.4 to 33.1% agricultural land under risk from climate change. |
英文关键词 | Agriculture Climate Vegetation Impact Analysis Multisensor Multiresolution Multitemporal National |
来源出版物 | ISPRS TECHNICAL COMMISSION VIII SYMPOSIUM |
ISSN | 2194-9034 |
出版年 | 2014 |
卷号 | 40-8 |
页码 | 39-46 |
EISBN | ***************** |
出版者 | COPERNICUS GESELLSCHAFT MBH |
类型 | Proceedings Paper |
语种 | 英语 |
国家 | India |
收录类别 | CPCI-S |
WOS记录号 | WOS:000368425300007 |
WOS类目 | Geography, Physical ; Remote Sensing ; Imaging Science & Photographic Technology |
WOS研究方向 | Physical Geography ; Remote Sensing ; Imaging Science & Photographic Technology |
资源类型 | 会议论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/303293 |
作者单位 | Cent Res Inst Dryland Agr ICAR, Hyderabad 500059, Andhra Pradesh, India |
推荐引用方式 GB/T 7714 | Kaushalya, R.,Kumar, V. Praveen,Shubhasmita, S.. ASSESSING AGRICULTURAL VULNERABILITY IN INDIA USING NDVI DATA PRODUCTS[C]:COPERNICUS GESELLSCHAFT MBH,2014:39-46. |
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