Mapping cropland fallow areas in Myanmar to scale up sustainable intensification of pulse crops in the farming system
Cropland fallows are the next best-bet for intensification and extensification, leading to increased food production and adding to the nutritional basket. The agronomical suitability of these lands can decide the extent of usage of these lands. Myanmar’s agricultural land (over 13.8 Mha) has the pot...
| Main Authors: | , , , , , , , , |
|---|---|
| Format: | Journal Article |
| Language: | Inglés |
| Published: |
2018
|
| Subjects: | |
| Online Access: | https://hdl.handle.net/10568/102272 |
| _version_ | 1855539926726082560 |
|---|---|
| author | Gumma, Murali K. Thenkabail, Prasad S. Kumara Charyulu, Deevi Mohammed, I. A. Teluguntla, P. Oliphant, A. Xiong, J. Aye, T. Whitbread, Anthony M. |
| author_browse | Aye, T. Gumma, Murali K. Kumara Charyulu, Deevi Mohammed, I. A. Oliphant, A. Teluguntla, P. Thenkabail, Prasad S. Whitbread, Anthony M. Xiong, J. |
| author_facet | Gumma, Murali K. Thenkabail, Prasad S. Kumara Charyulu, Deevi Mohammed, I. A. Teluguntla, P. Oliphant, A. Xiong, J. Aye, T. Whitbread, Anthony M. |
| author_sort | Gumma, Murali K. |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | Cropland fallows are the next best-bet for intensification and extensification, leading to increased food production and adding to the nutritional basket. The agronomical suitability of these lands can decide the extent of usage of these lands. Myanmar’s agricultural land (over 13.8 Mha) has the potential to expand by another 50% into additional fallow areas. These areas may be used to grow short-duration pulses, which are economically important and nutritionally rich, and constitute the diets of millions of people as well as provide an important source of livestock feed throughout Asia. Intensifying rice fallows will not only improve the productivity of the land but also increase the income of the smallholder farmers. The enhanced cultivation of pulses will help improve nutritional security in Myanmar and also help conserve natural resources and reduce environmental degradation. The objectives of this study was to use remote sensing methods to identify croplands in Myanmar and cropland fallow areas in two important agro-ecological regions, delta and coastal region and the dry zone. The study used moderate-resolution imaging spectroradiometer (MODIS) 250-m, 16-day normalized difference vegetation index (NDVI) maximum value composite (MVC), and land surface water index (LSWI) for one 1 year (1 June 2012–31 May 2013) along with seasonal field-plot level information and spectral matching techniques to derive croplands versus cropland fallows for each of the three seasons: the monsoon period between June and October; winter period between November and February; and summer period between March and May. The study showed that Myanmar had total net cropland area (TNCA) of 13.8 Mha. Cropland fallows during the monsoon season account for a meagre 2.4% of TNCA. However, in the winter season, 56.5% of TNCA (or 7.8 Mha) were classified as cropland fallows and during the summer season, 82.7% of TNCA (11.4 Mha) were cropland fallows. The producer’s accuracy of the cropland fallow class varied between 92 and 98% (errors of omission of 2 to 8%) and user’s accuracy varied between 82 and 92% (errors of commission of 8 to 18%) for winter and summer, respectively. Overall, the study estimated 19.2 Mha cropland fallows from the two major seasons (winter and summer). Out of this, 10.08 Mha has sufficient moisture (either from rainfall or stored soil water content) to grow short-season pulse crops. This potential with an estimated income of US$ 300 per hectare, if exploited sustainably, is estimated to bring an additional net income of about US$ 1.5 billion to Myanmar per year if at least half (5.04 Mha) of the total cropland fallows (10.08 Mha) is covered with short season pulses. |
| format | Journal Article |
| id | CGSpace102272 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2018 |
| publishDateRange | 2018 |
| publishDateSort | 2018 |
| record_format | dspace |
| spelling | CGSpace1022722023-07-17T12:26:41Z Mapping cropland fallow areas in Myanmar to scale up sustainable intensification of pulse crops in the farming system Gumma, Murali K. Thenkabail, Prasad S. Kumara Charyulu, Deevi Mohammed, I. A. Teluguntla, P. Oliphant, A. Xiong, J. Aye, T. Whitbread, Anthony M. cropland sustainable agriculture intensification farming system Cropland fallows are the next best-bet for intensification and extensification, leading to increased food production and adding to the nutritional basket. The agronomical suitability of these lands can decide the extent of usage of these lands. Myanmar’s agricultural land (over 13.8 Mha) has the potential to expand by another 50% into additional fallow areas. These areas may be used to grow short-duration pulses, which are economically important and nutritionally rich, and constitute the diets of millions of people as well as provide an important source of livestock feed throughout Asia. Intensifying rice fallows will not only improve the productivity of the land but also increase the income of the smallholder farmers. The enhanced cultivation of pulses will help improve nutritional security in Myanmar and also help conserve natural resources and reduce environmental degradation. The objectives of this study was to use remote sensing methods to identify croplands in Myanmar and cropland fallow areas in two important agro-ecological regions, delta and coastal region and the dry zone. The study used moderate-resolution imaging spectroradiometer (MODIS) 250-m, 16-day normalized difference vegetation index (NDVI) maximum value composite (MVC), and land surface water index (LSWI) for one 1 year (1 June 2012–31 May 2013) along with seasonal field-plot level information and spectral matching techniques to derive croplands versus cropland fallows for each of the three seasons: the monsoon period between June and October; winter period between November and February; and summer period between March and May. The study showed that Myanmar had total net cropland area (TNCA) of 13.8 Mha. Cropland fallows during the monsoon season account for a meagre 2.4% of TNCA. However, in the winter season, 56.5% of TNCA (or 7.8 Mha) were classified as cropland fallows and during the summer season, 82.7% of TNCA (11.4 Mha) were cropland fallows. The producer’s accuracy of the cropland fallow class varied between 92 and 98% (errors of omission of 2 to 8%) and user’s accuracy varied between 82 and 92% (errors of commission of 8 to 18%) for winter and summer, respectively. Overall, the study estimated 19.2 Mha cropland fallows from the two major seasons (winter and summer). Out of this, 10.08 Mha has sufficient moisture (either from rainfall or stored soil water content) to grow short-season pulse crops. This potential with an estimated income of US$ 300 per hectare, if exploited sustainably, is estimated to bring an additional net income of about US$ 1.5 billion to Myanmar per year if at least half (5.04 Mha) of the total cropland fallows (10.08 Mha) is covered with short season pulses. 2018 2019-07-23T10:18:50Z 2019-07-23T10:18:50Z Journal Article https://hdl.handle.net/10568/102272 en Limited Access Gumma, M. K.; Thenkabail, P. S.; Kumara Charyulu, D.; Mohammed, I. A.; Teluguntla, P.; Oliphant, A.; Xiong, J.; Aye, T.; Whitbread, A. M. 2018. Mapping cropland fallow areas in Myanmar to scale up sustainable intensification of pulse crops in the farming system. GIScience & Remote Sensing (TSI), 55 (6). pp. 926-949. ISSN 1548-1603 |
| spellingShingle | cropland sustainable agriculture intensification farming system Gumma, Murali K. Thenkabail, Prasad S. Kumara Charyulu, Deevi Mohammed, I. A. Teluguntla, P. Oliphant, A. Xiong, J. Aye, T. Whitbread, Anthony M. Mapping cropland fallow areas in Myanmar to scale up sustainable intensification of pulse crops in the farming system |
| title | Mapping cropland fallow areas in Myanmar to scale up sustainable intensification of pulse crops in the farming system |
| title_full | Mapping cropland fallow areas in Myanmar to scale up sustainable intensification of pulse crops in the farming system |
| title_fullStr | Mapping cropland fallow areas in Myanmar to scale up sustainable intensification of pulse crops in the farming system |
| title_full_unstemmed | Mapping cropland fallow areas in Myanmar to scale up sustainable intensification of pulse crops in the farming system |
| title_short | Mapping cropland fallow areas in Myanmar to scale up sustainable intensification of pulse crops in the farming system |
| title_sort | mapping cropland fallow areas in myanmar to scale up sustainable intensification of pulse crops in the farming system |
| topic | cropland sustainable agriculture intensification farming system |
| url | https://hdl.handle.net/10568/102272 |
| work_keys_str_mv | AT gummamuralik mappingcroplandfallowareasinmyanmartoscaleupsustainableintensificationofpulsecropsinthefarmingsystem AT thenkabailprasads mappingcroplandfallowareasinmyanmartoscaleupsustainableintensificationofpulsecropsinthefarmingsystem AT kumaracharyuludeevi mappingcroplandfallowareasinmyanmartoscaleupsustainableintensificationofpulsecropsinthefarmingsystem AT mohammedia mappingcroplandfallowareasinmyanmartoscaleupsustainableintensificationofpulsecropsinthefarmingsystem AT teluguntlap mappingcroplandfallowareasinmyanmartoscaleupsustainableintensificationofpulsecropsinthefarmingsystem AT oliphanta mappingcroplandfallowareasinmyanmartoscaleupsustainableintensificationofpulsecropsinthefarmingsystem AT xiongj mappingcroplandfallowareasinmyanmartoscaleupsustainableintensificationofpulsecropsinthefarmingsystem AT ayet mappingcroplandfallowareasinmyanmartoscaleupsustainableintensificationofpulsecropsinthefarmingsystem AT whitbreadanthonym mappingcroplandfallowareasinmyanmartoscaleupsustainableintensificationofpulsecropsinthefarmingsystem |