IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i9p3586-d351611.html
   My bibliography  Save this article

Identification of Shift in Sowing and Harvesting Dates of Rice Crop ( L. Oryza sativa ) through Remote Sensing Techniques: A Case Study of Larkana District

Author

Listed:
  • Vipin Kumar Oad

    (Department of Civil & Environmental Engineering, University Technology Petronas, Persiaran UTP, Seri Iskandar, Perak 32610, Malaysia
    U.S.-Pakistan Center for Advanced Studies in Water (USPCAS-W), Mehran University of Engineering & Technology, Jamshoro, Sindh 76062, Pakistan)

  • Xiaohua Dong

    (College of Hydraulic and Environmental Engineering, China Three Gorges University, Yichang 443002, China
    Hubei Provincial Collaborative Innovation Center for Water Security, Wuhan 430070, China)

  • Muhammad Arfan

    (U.S.-Pakistan Center for Advanced Studies in Water (USPCAS-W), Mehran University of Engineering & Technology, Jamshoro, Sindh 76062, Pakistan)

  • Vicky Kumar

    (Department of Civil & Environmental Engineering, University Technology Petronas, Persiaran UTP, Seri Iskandar, Perak 32610, Malaysia)

  • Muhammad Salman Mohsin

    (U.S.-Pakistan Center for Advanced Studies in Water (USPCAS-W), Mehran University of Engineering & Technology, Jamshoro, Sindh 76062, Pakistan)

  • Syed Saad

    (Department of Civil & Environmental Engineering, University Technology Petronas, Persiaran UTP, Seri Iskandar, Perak 32610, Malaysia)

  • Haishen Lü

    (State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, College of Hydrology and Water Resources, Hohai University, Nanjing 210098, China)

  • Muhammad Imran Azam

    (College of Hydraulic and Environmental Engineering, China Three Gorges University, Yichang 443002, China)

  • Muhammad Tayyab

    (College of Hydraulic and Environmental Engineering, China Three Gorges University, Yichang 443002, China)

Abstract

The present study aimed to determine the impact of climate variability on rice crops in terms of sowing and harvesting dates and crop period. The identification of sowing and harvesting dates were spotted by mask identification, variations in land surface temperature (LST) on a temporal scale in the respective months, and a field-level social inquiry. The study was conducted during a time period (1994–2017), in which geo-referenced crop samples, farmer’s perception survey data, Landsat satellite images, and climate data of district Larkana were used. The analysis of satellite imageries revealed that on 20 June 1994, the rice was transplanted on 14.7% of the area of the region while it was only 7.1% of the area in 2017. Similarly, the area under rice crop in the first week of July 1994 was 18.3% compared to 8.15% during the same period in 2017. However, in the first week of October 2017, the rice crop was standing on 46.8% of the area while it was on 34.6% of the area during the year 1994 on the same date. This LST variation depicts a delay in the sowing and harvesting of the rice crop. This changing pattern is further confirmed through mean LST. Mean LST (°C) has been increasing in the sowing period of rice crop from 31.9 °C in June 1994 to 35.8 °C in June 2017, and from 32.8 °C in July 1994 to 36.8 °C in July 2017. Furthermore, the LST decreased during the harvesting period of rice crop from 31 °C in October 1994 to 28.6 °C in October 2017. The present study quantifies a delay of 15–30 days in sowing and harvesting dates of the rice crop in the district due to climate variability.

Suggested Citation

  • Vipin Kumar Oad & Xiaohua Dong & Muhammad Arfan & Vicky Kumar & Muhammad Salman Mohsin & Syed Saad & Haishen Lü & Muhammad Imran Azam & Muhammad Tayyab, 2020. "Identification of Shift in Sowing and Harvesting Dates of Rice Crop ( L. Oryza sativa ) through Remote Sensing Techniques: A Case Study of Larkana District," Sustainability, MDPI, vol. 12(9), pages 1-15, April.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:9:p:3586-:d:351611
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/9/3586/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/12/9/3586/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Zhenzhen Liu & Hang Wang & Ning Li & Jun Zhu & Ziwu Pan & Fen Qin, 2020. "Spatial and Temporal Characteristics and Driving Forces of Vegetation Changes in the Huaihe River Basin from 2003 to 2018," Sustainability, MDPI, vol. 12(6), pages 1-18, March.
    2. Kurukulasuriya, Pradeep & Mendelsohn, Robert, 2008. "A Ricardian analysis of the impact of climate change on African cropland," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 2(1), pages 1-23, March.
    3. Muhammad Waseem & Ijaz Ahmad & Ahmad Mujtaba & Muhammad Tayyab & Chen Si & Haishen Lü & Xiaohua Dong, 2020. "Spatiotemporal Dynamics of Precipitation in Southwest Arid-Agriculture Zones of Pakistan," Sustainability, MDPI, vol. 12(6), pages 1-18, March.
    4. Xinlei Hu & Zuliang Zhao & Lin Zhang & Zhe Liu & Shaoming Li & Xiaodong Zhang, 2019. "A High-Temperature Risk Assessment Model for Maize Based on MODIS LST," Sustainability, MDPI, vol. 11(23), pages 1-15, November.
    5. Bonggeun Song & Kyunghun Park, 2019. "Analysis of Spatiotemporal Urban Temperature Characteristics by Urban Spatial Patterns in Changwon City, South Korea," Sustainability, MDPI, vol. 11(14), pages 1-21, July.
    6. Hongyu Du & Jinquan Ai & Yongli Cai & Hong Jiang & Pudong Liu, 2019. "Combined Effects of the Surface Urban Heat Island with Landscape Composition and Configuration Based on Remote Sensing: A Case Study of Shanghai, China," Sustainability, MDPI, vol. 11(10), pages 1-13, May.
    7. Guoming Du & Wenqi Liu & Tao Pan & Haoxuan Yang & Qi Wang, 2019. "Cooling Effect of Paddy on Land Surface Temperature in Cold China Based on MODIS Data: A Case Study in Northern Sanjiang Plain," Sustainability, MDPI, vol. 11(20), pages 1-14, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Guoming Du & Wenqi Liu & Tao Pan & Haoxuan Yang & Qi Wang, 2019. "Cooling Effect of Paddy on Land Surface Temperature in Cold China Based on MODIS Data: A Case Study in Northern Sanjiang Plain," Sustainability, MDPI, vol. 11(20), pages 1-14, October.
    2. Meyer, Kevin & Keiser, David A., 2016. "Adapting to Climate Change Through Tile Drainage: A Structural Ricardian Analysis," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235932, Agricultural and Applied Economics Association.
    3. Epanchin-Niell, Rebecca S. & Thompson, Alexandra & Han, Xianru & Post, Jessica & Miller, Jarrod & Newburn, David & Gedan, Keryn & Tully, Kate, 2023. "Coastal agricultural land use response to sea level rise and saltwater intrusion," 2023 Annual Meeting, July 23-25, Washington D.C. 335970, Agricultural and Applied Economics Association.
    4. Architesh Panda, 2013. "Climate Variability and the Role of Access to Crop Insurance as a Social-Protection Measure: Insights from India," Development Policy Review, Overseas Development Institute, vol. 31, pages 57-73, November.
    5. Seo, Sungno Niggol & Mendelsohn, Robert, 2007. "Climate change adaptation in Africa : a microeconomic analysis of livestock choice," Policy Research Working Paper Series 4277, The World Bank.
    6. Habtemariam, Lemlem Teklegiorgis & Abate Kassa, Getachew & Gandorfer, Markus, 2017. "Impact of climate change on farms in smallholder farming systems: Yield impacts, economic implications and distributional effects," Agricultural Systems, Elsevier, vol. 152(C), pages 58-66.
    7. Christian Hott & Judith Regner, 2023. "Weather extremes, agriculture and the value of weather index insurance," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 48(2), pages 230-259, September.
    8. Meyer, Kevin Michael, 2017. "Three essays on environmental and resource economics," ISU General Staff Papers 201701010800006585, Iowa State University, Department of Economics.
    9. Guglielmo Barone & Gaia Narciso, 2011. "The effect of mafia on public transfers," Trinity Economics Papers tep2111, Trinity College Dublin, Department of Economics.
    10. Nasiru Medugu Idris & Adati Ayuba Kadafa, 2021. "Assessing the vulnerability of farmers, fishermen and herdsmen to climate change in Nigeria," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 5(09), pages 793-799, September.
    11. S. Seo & Robert Mendelsohn & Ariel Dinar & Rashid Hassan & Pradeep Kurukulasuriya, 2009. "A Ricardian Analysis of the Distribution of Climate Change Impacts on Agriculture across Agro-Ecological Zones in Africa," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 43(3), pages 313-332, July.
    12. Martina Bozzola & Emanuele Massetti & Robert Mendelsohn & Fabian Capitanio, 2018. "A Ricardian analysis of the impact of climate change on Italian agriculture," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 45(1), pages 57-79.
    13. Mateusz Ciski & Krzysztof Rząsa & Marek Ogryzek, 2019. "Use of GIS Tools in Sustainable Heritage Management—The Importance of Data Generalization in Spatial Modeling," Sustainability, MDPI, vol. 11(20), pages 1-21, October.
    14. James Fenske & Namrata Kala, 2012. "Climate, ecosystem resilience and the slave trade," CSAE Working Paper Series 2012-23, Centre for the Study of African Economies, University of Oxford.
    15. Assa, Maganga Mulagha & Gebremariam, Gebrelibanos G. & Mapemba, Lawrence D., 2013. "A cross-region study: climate change adaptation in Malawi's agro-based systems," 2013 Fourth International Conference, September 22-25, 2013, Hammamet, Tunisia 161304, African Association of Agricultural Economists (AAAE).
    16. Hongyu Du & Fengqi Zhou & Chunlan Li & Wenbo Cai & Hong Jiang & Yongli Cai, 2020. "Analysis of the Impact of Land Use on Spatiotemporal Patterns of Surface Urban Heat Island in Rapid Urbanization, a Case Study of Shanghai, China," Sustainability, MDPI, vol. 12(3), pages 1-17, February.
    17. Julius Kotir, 2011. "Climate change and variability in Sub-Saharan Africa: a review of current and future trends and impacts on agriculture and food security," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 13(3), pages 587-605, June.
    18. Mendelsohn, Robert & Seo, Niggol, 2007. "Changing farm types and irrigation as an adaptation to climate change in Latin American agriculture," Policy Research Working Paper Series 4161, The World Bank.
    19. Awudu Abdulai, 2018. "Simon Brand Memorial Address," Agrekon, Taylor & Francis Journals, vol. 57(1), pages 28-39, January.
    20. Saibal Kar & Nimai Das, 2015. "Climate Change, Agricultural Production, and Poverty in India," Economic Studies in Inequality, Social Exclusion, and Well-Being, in: Almas Heshmati & Esfandiar Maasoumi & Guanghua Wan (ed.), Poverty Reduction Policies and Practices in Developing Asia, edition 127, chapter 0, pages 55-76, Springer.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:12:y:2020:i:9:p:3586-:d:351611. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.