cropping systems;
South Asia;
crop type mapping;
time-series analysis;
crop phenology detection;
MAPPING PADDY RICE;
SPECTRAL MATCHING TECHNIQUES;
USE/LAND-COVER LULC;
FOOD SECURITY;
GLOBAL CROPLANDS;
IRRIGATED AREAS;
LAND-COVER;
MODIS;
WATER;
BASIN;
D O I:
10.3390/rs16152733
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
A cropping system practice is the sequential cultivation of crops in different crop seasons of a year. Cropping system practices determine the land productivity and sustainability of agriculture in regions and, therefore, information on cropping systems of different regions in the form of maps and statistics form critical inputs in crop planning for optimal use of resources. Although satellite-based crop mapping is widely practiced, deriving cropping systems maps using satellites is less reported. Here, we developed moderate-resolution maps of the major cropping systems of South Asia for the year 2014-2015 using multi-temporal satellite data together with a spectral matching technique (SMT) developed with an extensive set of field observation data supplemented with expert-identified crops in high-resolution satellite images. We identified and mapped 27 major cropping systems of South Asia at 250 m spatial resolution. The rice-wheat cropping system is the dominant system, followed by millet-wheat and soybean-wheat. The map showing the cropping system practices of regions opens up many use cases related to the agriculture performance of the regions. Comparison of such maps of different time periods offers insights on sensitive regions and analysis of such maps in conjunction with resources maps such as climate, soil, etc., enables optimization of resources vis-& agrave;-vis enhancing land productivity. Thus, the current study offers new opportunities to revisit the cropping system practices and redesign the same to meet the challenges of food security and climate resilient agriculture.
机构:
Int Water Management Inst, S Asia Reg Off, Patancheru 502324, Andhra Pradesh, IndiaInt Water Management Inst, S Asia Reg Off, Patancheru 502324, Andhra Pradesh, India
Biggs, T. W.
Thenkabail, P. S.
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机构:Int Water Management Inst, S Asia Reg Off, Patancheru 502324, Andhra Pradesh, India
Thenkabail, P. S.
Gumma, M. K.
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机构:Int Water Management Inst, S Asia Reg Off, Patancheru 502324, Andhra Pradesh, India
Gumma, M. K.
Scott, C. A.
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机构:Int Water Management Inst, S Asia Reg Off, Patancheru 502324, Andhra Pradesh, India
Scott, C. A.
Parthasaradhi, G. R.
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机构:Int Water Management Inst, S Asia Reg Off, Patancheru 502324, Andhra Pradesh, India
Parthasaradhi, G. R.
Turral, H. N.
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机构:Int Water Management Inst, S Asia Reg Off, Patancheru 502324, Andhra Pradesh, India
机构:
Indian Space Res Org, Natl Remote Sensing Ctr, Land Resources Grp, Div Agr, Hyderabad 500625, Andhra Pradesh, IndiaIndian Space Res Org, Natl Remote Sensing Ctr, Land Resources Grp, Div Agr, Hyderabad 500625, Andhra Pradesh, India
Chandrasekar, K.
Sai, M. V. R. Sesha
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h-index: 0
机构:
Indian Space Res Org, Natl Remote Sensing Ctr, Land Resources Grp, Div Agr, Hyderabad 500625, Andhra Pradesh, IndiaIndian Space Res Org, Natl Remote Sensing Ctr, Land Resources Grp, Div Agr, Hyderabad 500625, Andhra Pradesh, India
Sai, M. V. R. Sesha
Roy, P. S.
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h-index: 0
机构:
Indian Space Res Org, Natl Remote Sensing Ctr, Land Resources Grp, Div Agr, Hyderabad 500625, Andhra Pradesh, IndiaIndian Space Res Org, Natl Remote Sensing Ctr, Land Resources Grp, Div Agr, Hyderabad 500625, Andhra Pradesh, India
Roy, P. S.
Dwevedi, R. S.
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h-index: 0
机构:
Indian Space Res Org, Natl Remote Sensing Ctr, Land Resources Grp, Div Agr, Hyderabad 500625, Andhra Pradesh, IndiaIndian Space Res Org, Natl Remote Sensing Ctr, Land Resources Grp, Div Agr, Hyderabad 500625, Andhra Pradesh, India
机构:
Univ Oklahoma, Dept Microbiol & Plant Biol, Ctr Spatial Anal, Norman, OK 73019 USA
101 David L Boren Blvd, Norman, OK 73019 USAUniv Oklahoma, Dept Microbiol & Plant Biol, Ctr Spatial Anal, Norman, OK 73019 USA
Dong, Jinwei
Xiao, Xiangming
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oklahoma, Dept Microbiol & Plant Biol, Ctr Spatial Anal, Norman, OK 73019 USA
Fudan Univ, Inst Biodivers Sci, Shanghai 200433, Peoples R China
101 David L Boren Blvd, Norman, OK 73019 USAUniv Oklahoma, Dept Microbiol & Plant Biol, Ctr Spatial Anal, Norman, OK 73019 USA
机构:
Int Water Management Inst, S Asia Reg Off, Patancheru 502324, Andhra Pradesh, IndiaInt Water Management Inst, S Asia Reg Off, Patancheru 502324, Andhra Pradesh, India
Biggs, T. W.
Thenkabail, P. S.
论文数: 0引用数: 0
h-index: 0
机构:Int Water Management Inst, S Asia Reg Off, Patancheru 502324, Andhra Pradesh, India
Thenkabail, P. S.
Gumma, M. K.
论文数: 0引用数: 0
h-index: 0
机构:Int Water Management Inst, S Asia Reg Off, Patancheru 502324, Andhra Pradesh, India
Gumma, M. K.
Scott, C. A.
论文数: 0引用数: 0
h-index: 0
机构:Int Water Management Inst, S Asia Reg Off, Patancheru 502324, Andhra Pradesh, India
Scott, C. A.
Parthasaradhi, G. R.
论文数: 0引用数: 0
h-index: 0
机构:Int Water Management Inst, S Asia Reg Off, Patancheru 502324, Andhra Pradesh, India
Parthasaradhi, G. R.
Turral, H. N.
论文数: 0引用数: 0
h-index: 0
机构:Int Water Management Inst, S Asia Reg Off, Patancheru 502324, Andhra Pradesh, India
机构:
Indian Space Res Org, Natl Remote Sensing Ctr, Land Resources Grp, Div Agr, Hyderabad 500625, Andhra Pradesh, IndiaIndian Space Res Org, Natl Remote Sensing Ctr, Land Resources Grp, Div Agr, Hyderabad 500625, Andhra Pradesh, India
Chandrasekar, K.
Sai, M. V. R. Sesha
论文数: 0引用数: 0
h-index: 0
机构:
Indian Space Res Org, Natl Remote Sensing Ctr, Land Resources Grp, Div Agr, Hyderabad 500625, Andhra Pradesh, IndiaIndian Space Res Org, Natl Remote Sensing Ctr, Land Resources Grp, Div Agr, Hyderabad 500625, Andhra Pradesh, India
Sai, M. V. R. Sesha
Roy, P. S.
论文数: 0引用数: 0
h-index: 0
机构:
Indian Space Res Org, Natl Remote Sensing Ctr, Land Resources Grp, Div Agr, Hyderabad 500625, Andhra Pradesh, IndiaIndian Space Res Org, Natl Remote Sensing Ctr, Land Resources Grp, Div Agr, Hyderabad 500625, Andhra Pradesh, India
Roy, P. S.
Dwevedi, R. S.
论文数: 0引用数: 0
h-index: 0
机构:
Indian Space Res Org, Natl Remote Sensing Ctr, Land Resources Grp, Div Agr, Hyderabad 500625, Andhra Pradesh, IndiaIndian Space Res Org, Natl Remote Sensing Ctr, Land Resources Grp, Div Agr, Hyderabad 500625, Andhra Pradesh, India
机构:
Univ Oklahoma, Dept Microbiol & Plant Biol, Ctr Spatial Anal, Norman, OK 73019 USA
101 David L Boren Blvd, Norman, OK 73019 USAUniv Oklahoma, Dept Microbiol & Plant Biol, Ctr Spatial Anal, Norman, OK 73019 USA
Dong, Jinwei
Xiao, Xiangming
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oklahoma, Dept Microbiol & Plant Biol, Ctr Spatial Anal, Norman, OK 73019 USA
Fudan Univ, Inst Biodivers Sci, Shanghai 200433, Peoples R China
101 David L Boren Blvd, Norman, OK 73019 USAUniv Oklahoma, Dept Microbiol & Plant Biol, Ctr Spatial Anal, Norman, OK 73019 USA