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Advances in Remote Sensing and GIS-based Drought Monitoring

Analyzing the impact of thermal stress on vegetation health and agricultural drought – a case study from Gujarat, India

ORCID Icon, ORCID Icon, ORCID Icon &
Pages 678-699 | Received 30 Jun 2016, Accepted 16 Mar 2017, Published online: 05 Apr 2017

References

  • ACD (2012) Annual Report 2011–12, the Agriculture and Cooperation Department, Government of Gujarat. http://agricoop.nic.in/imagedefault/ARE2012.pdf. Accessed on 02.August.2014
  • Alexander, L. V., X. Zhang, T. C. Peterson, J. Caesar, B. Gleason, A. M. G. Klein Tank, M. Haylock, et al. 2006. “Global Observed Changes in Daily Climate Extremes of Temperature and Precipitation.” Journal of Geophysical Researche-Atmospheres 111: 05109. doi:10.1029/2005JD006290.
  • Ashraf, M., and P. J. C. Harris. 2013. “Photosynthesis under Stressful Environments: An Overview.” Photosynthetica 51 (2): 163–190. doi:10.1007/s11099-013-0021-6.
  • Balla, K., M. Rakszegi, G. LiZ, F. Bekes, S. Bencze, and O. Veisz. 2011. “Quality of Winter Wheat in Relation to Heat and Drought Shock after Anthesis.” Czech Journal of Food Sciences 29: 117–128.
  • Bandyopadhyay, N., C. Bhuiyan, and A. K. Saha. 2016. “Heat Waves, Temperature Extremes and Their Impacts on Monsoon-Rainfall and Meteorological Droughts in Gujarat, India.” Natural Hazards. doi:10.1007/s11069-016-2205-4.
  • Bandyopadhyay, N., C. Bhuiyan, and A. K. Saha. 2015. “Temperature Extremes, Moisture Deficiency and Their Impacts on Dryland Agriculture in Gujarat, India.” In Drought: Research and Science-Policy Interfacing, edited by J. Andreu, A. Solera, J. Paredes-Arquiola, D. Haro-Monteagudo, H. van Lanen. London: CRS Press.
  • Barriopedro, D., E. M. Fischer, J. Luterbacher, R. M. Trigo, and R. Garcı´a-Herrera. 2011. “The Hot Summer of 2010: Redrawing the Temperature Record Map of Europe.” Science 332: 220–224. doi:10.1126/science.1201224.
  • Bhuiyan, C. (2004). Various Drought Indices for Monitoring Drought Condition in Aravalli Terrain of India. In: Proceedings of the XXth ISPRS Conference. International Society for Photogrammetry and Remote Sensing., Istanbul.
  • Bhuiyan, C. (2008). Desert Vegetation during Droughts: Response and Sensitivity. In: Proceedings of the XXIth ISPRS Congress, International Society for Photogrammetry and Remote Sensing, Beijing, July 2008.
  • Bhuiyan, C., and F. N. Kogan. 2010. “Monsoon Variation and Vegetative Drought Patterns in the Luni Basin under Rain-Shadow Zone.” International Journal of Remote Sensing 31 (12): 3223–3242. doi:10.1080/01431160903159332.
  • Bhuiyan, C., R. P. Singh, and F. N. Kogan. 2006. “Monitoring Drought Dynamics in the Aravalli Terrain (India) Using Different Indices Based on Ground and Remote Sensing Data.” International Journal of Applied Earth Observation and Geoinformation 8: 289–303. doi:10.1016/j.jag.2006.03.002.
  • Bokusheva, R., F. Kogan, I. Vitkovskaya, S. Conradt, and M. Batyrbayeva. 2016. “Satellite-Based Vegetation Health Indices as a Criteria for Insuring against Drought-Related Yield Losses.” Agricultural and Forest Meteorology 220: 200–206. doi:10.1016/j.agrformet.2015.12.066.
  • Ciais, P., M. Reichstein, N. Viovy, A. Granier, J. Ogée, V. Allard, M. Aubinet, et al. 2005. “Europe-Wide Reduction in Primary Productivity Caused by the Heat and Drought in 2003.” Nature 437: 529–533. doi:10.1038/nature03972.
  • Crafts-Brander, C., and M. E. Salvucci. 2002. “Sensitivity to Photosynthesis in the C4 Plant Maize to Heat Stress.” Plant Cell 12: 54–68.
  • Dai, A., K. E. Trenberth, and T. Qian. 2004. “A Global Data Set of Palmer Drought Severity Index for 1870–2002: Relationship with Soil Moisture and Effects of Surface Warming.” Journal of Hydrometeorology 5: 1117–1130. doi:10.1175/JHM-386.1.
  • Denmead, O. T., and R. H. Shaw. 1961. “Availability of Soil Water to Plants as Affected by Soil Moisture Content and Meteorological Conditions.” Agronomy Journal 54 (5): 385–390. doi:10.2134/agronj1962.00021962005400050005x.
  • Deryng, D., D. Conway, N. Ramankutty, J. Price, and R. Warren. 2014. “Global Crop Yield Response To Extreme Heat Stress Under Multiple Climate Change Futures.” Environmental Research Letters 9, 034011: 1–13. doi:10.1088/1748-9326/9/3/034011.
  • Dg, M., T. Aj, C. C. Van-Heerwaarden, and J. V. G. De-Arellano. 2014. “Mega-Heatwave Temperatures Due to Combined Soil Desiccation and Atmospheric Heat Accumulation.” Nature Geoscience 7: 345–349. doi:10.1038/ngeo2141.
  • Doi, R. D. 2001. “Vegetational Response of Rainfall in Rajasthan Using AVHRR Imagery.” Journal of the Indian Society of Remote Sensing 29: 213–224. doi:10.1007/BF02995726.
  • Donat, M. G., L. V. Alexander, H. Yang, I. Durre, R. Vose, and J. Caesar. 2013. “Global Land-Based Datasets for Monitoring Climatic Extremes.” Bulletin of the American Meteorological Society 94: 997–1006. doi:10.1175/BAMS-D-12-00109.1.
  • Dreesen, P. E., H. J. De Boeck, I. A. Janssens, and I. Nijs. 2012. “Summer Heat and Drought Extremes Trigger Unexpected Changes in Productivity of a Temperate Annual/Biannual Plant Community.” Environmental and Experimental Botany 79: 21–30. doi:10.1016/j.envexpbot.2012.01.005.
  • Edwards, D. C., and T. B. McKee. 1997. “Characteristics of 20th Century Drought in the United States at Multiple Time Scales.” Climatology Report Number 97 (2): 1–155. Colorado State University, Fort Collins, CO.
  • Gao, Z., Q. Wang, X. Cao, and W. Gao. 2014. “The Responses of Vegetation Water Content (EWT) and Assessment of Drought Monitoring along a Coastal Region Using Remote Sensing.” GIScience & Remote Sensing 51: 1–16. doi:10.1080/15481603.2014.882564.
  • Gibbs, W. J., and J. V. Maher (1967). Rainfall Deciles as Drought Indicators. Bureau of Meteorology Bull. 48. Commonwealth of Australia, Melbourne, Australia.
  • GLC30 (2010). http://www.globallandcover.com ( Accessed on 28.April.2016)
  • Government of India (GOI) (2014). District-Wise, Season-Wise Crop Production Statistics from 1998. https://data.gov.in/catalog/district-wise-season-wise-crop-productionstatistics#web_catalog_tabs_block_10 (Accessed on: 26.September.2014)
  • Gusso, A., J. R. Ducati, M. R. Veronez, V. Sommer, and L. G. Da Silveira Jr. 2014. “Monitoring Heat Waves and Their Impacts on Summer Crop Development in Southern Brazil.” Agricultural Sciences 5: 353–364. doi:10.4236/as.2014.54037.
  • Guttman, N. B. 1998. “Comparing the Palmer Drought Index and the Standardized Precipitation Index.” Journal of the American Water Resources Association 34 (1): 113–121. doi:10.1111/j.1752-1688.1998.tb05964.x.
  • Guttman, N. B. 1999. “Accepting the Standardized Precipitation Index: A Calculation Algorithm.” Journal of the American Water Resources Association 35 (2): 311–322. doi:10.1111/j.1752-1688.1999.tb03592.x.
  • Hansen, J., M. Sato, and R. Ruedy (2012). Perception of Climate Change. Proceedings of the National Academy of Sciences USA. http://www.pnas.org/cgi/doi/10.1073/pnas.1205276109. Accessed on 20.April.2014
  • Hasanuzzaman, M, K Nahar, Md Alam, R Roychowdhury, and M Fujita. 2013. “Physiological, Biochemical, And Molecular Mechanisms Of Heat Stress Tolerance In Plants.” International Journal of Molecular Sciences 14 (5): 9643–9684. doi:10.3390/ijms14059643.
  • IMD (2015). http://www.imdpune.gov.in/weather_forecasting/glossary.pdf. Accessed on 21.December.2015
  • Kim, D., and J. Rhee (2016). A Drought Index from Actual Evapotranspiration Based on the Bouchet Hypothesis. Geophysical Research Letters 43, 10277–10285.
  • Kogan, F., A. Powell, and O. Fedorov, eds.. 2011. Use of Satellite and In-Situ Data to Improve Sustainability, 362. Dordrecht: Springer.
  • Kogan, F., L. Salazar, and L. Roytman. 2012. “Forecasting Crop Production Using Satellite Based Vegetation Health Indices in Kansas, United States.” International Journal of Remote Sensing 3: 2798–2814. doi:10.1080/01431161.2011.621464.
  • Kogan, F. N. 1990. “Remote Sensing of Weather Impacts on Vegetation in Non-Homogeneous Areas.” International Journal of Remote Sensing 11 (8): 1405–1419. doi:10.1080/01431169008955102.
  • Kogan, F. N. 1995. “Application of Vegetation Index and Brightness Temperature for Drought Detection.” Advances in Space Research 15 (11): 91–100. doi:10.1016/0273-1177(95)00079-T.
  • Kogan, F. N. 2001. “Operational Space Technology for Global Vegetation Assessment.” Bulletin of American Meteorological Society 82 (9): 1949–1964. doi:10.1175/1520-0477(2001)082<1949:OSTFGV>2.3.CO;2.
  • Kogan, F. N. 2002. “Global Droughts in the New Millennium from AVHRR-Based Vegetation Health Indices.” Eos Transactions American Geophysical Union 83 (48): 562–563. doi:10.1029/2002EO000382.
  • Kogan, F. N., A. Gitelson, Z. Edige, I. Spivak, and L. Lebed. 2003. “AVHRR-Based Spectral Vegetation Index for Quantitative Assessment of Vegetation State and Productivity: Calibration and Validation.” Photogrammetric Engineering & Remote Sensing 69 (8): 899–906. doi:10.14358/PERS.69.8.899.
  • Kogan, F., Z. Povova, P. Alexandrova. 2016. “Early forecasting corn yield using field experiment datasets and vegetation health indices in Pleven region, North Bulgaria.” Ekologia i Industria 9(1): 76–80.
  • Lipiec, J., C. Doussan, A. Nosalewicz, and K. Kondracka. 2013. “Effect of Drought and Heat Stresses on Plant Growth and Yield: A Review.” International Agrophysics 27: 463–477. doi:10.2478/intag-2013-0017.
  • Lobell, D. B., and C. B. Field. 2007. “Global Scale Climate–Crop Yield Relationships and the Impacts of Recent Warming.” Environmental Research Letters 2 (1). doi:10.1088/1748-9326/2/1/014002.
  • Malo, A. P., and S. E. Nicholson. 1990. “A Study of Rainfall and Vegetation Dynamics in the African Sahel Using NDVI.” Journal of Arid Environment 19: 1–24.
  • Marcovitch, S. 1930. “The Measure of Droughtiness.” Monthly Weather Review 58: 113. doi:10.1175/1520-0493(1930)58<113:TMOD>2.0.CO;2.
  • Martiny, N., Y. Richard, and P. Camberlin. 2005. “Interannual Persistence Effects in Vegetation Dynamics of Semi-Arid Africa.” Geophysical Research Letters 32: L24403. doi:10.1029/2005GL024634.
  • McKee, T. B., N. J. Doesken, and J. Kleist (1993). The Relation of Drought Frequency and Duration to Time Scales. Proceedings of the Eighth Conference on Applied Climatology, American Meteorological Society. Boston, 179–184.
  • McKee, T. B., N. J. Doesken, and J. Kleist (1995). Drought Monitoring with Multiple Time Scales. In: Proceedings of the Ninth Conference on Applied Climatology, American Meteorological Society. Boston, 233–236.
  • Meehl, G. A., and C. Tebaldi. 2004. “More Intense, More Frequent, and Longer Lasting Heat Waves in the 21st Century.” Science 305: 994–997. doi:10.1126/science.1098704.
  • Mittler, R. 2006. “Abiotic Stress, the Field Environment and Stress Combination.” Trends in Plant Science 11: 15–19. doi:10.1016/j.tplants.2005.11.002.
  • Narasimhan, B., and R. Srinivasan. 2005. “Development and Evaluation of Soil Moisture Deficit Index (SMDI) and Evapotranspiration Deficit Index (ETDI) for Agricultural Drought Monitoring.” Agricultural and Forest Meteorology 133: 69–88. doi:10.1016/j.agrformet.2005.07.012.
  • Palmer, W. C. (1965). Meteorological Droughts. U.S. Department of Commerce Weather Bureau Research Paper 45, 58 pp.
  • Palmer, W. C. 1968. “Keeping Track of Crop Moisture Conditions, Nationwide: The New Crop Moisture Index.” Weatherwise 21: 156–161. doi:10.1080/00431672.1968.9932814.
  • Park, S., J. Im, E. Jang, and J. Rhee. 2016. “Drought Assessment and Monitoring through Blending of Multi-Sensor Indices Using Machine Learning Approaches for Different Climate Regions.” Agriculture and Forest Meteorology 216: 157–169. doi:10.1016/j.agrformet.2015.10.011.
  • Philippon, N., E. Mougin, L. Jarlan, and P. L. Frison. 2005. “Analysis of the Linkages between Rainfall and Land Surface Conditions in the West African Monsoon through CAMP, ERS-WSC, and NOAA-AVHRR Data.” Journal of Geophysical Research 110. doi:10.1029/2005JD006394.
  • Planning Commission Report (2007). http://planningcommission.nic.in/reports/sereport/ser/stdy_droght.pdf. Accessed on 4.May.2015
  • Pollard, D., and S. L. Thompson. 1995. “Use of a Land-Surface-Transfer Scheme (LSX) in a Global Climate Model: The Response to Doubling Stomatal Resistance.” Global and Planetary Change 10 (1–4): 129–161. doi:10.1016/0921-8181(94)00023-7.
  • Porter, J. R., and M. A. Semenov. 2005. “Crop Responses to Climatic Variation.” Philosophical Transactions of the Royal Society B. doi:10.1098/rstb.2005.1752.
  • Rhee, J., S. Park, and Z. Lu. 2014. “Relationship between Land Cover Patterns and Surface Temperature in Urban Areas.” GIScience & Remote Sensing 51: 521–536. doi:10.1080/15481603.2014.964455.
  • Rojas, O., A. Vrieling, and F. Rembold. 2011. “Assessing Drought Probability for Agricultural Areas in Africa with Coarse Resolution Remote Sensing Imagery.” Remote Sensing of Environment 115 (2): 343–352. doi:10.1016/j.rse.2010.09.006.
  • Rollins, J. A., E. Habte, S. E. Templer, T. Colby, J. Schmidt, and M. Von Korff. 2013. “Leaf Proteome Alterations in the Context of Physiological and Morphological Responses to Drought and Heat Stress in Barley (Hordeum vulgare L.).” The Journal of Experimental Botany 64 (11): 3201–3212. doi:10.1093/jxb/ert158.
  • Rouse, J. W., R. H. Haas, J. A. Scheel, and D. W. Deering (1974). Monitoring Vegetation Systems in the Great Plains with ERTS. Proceedings, 3rd Earth Resource Technology Satellite (ERTS) Symposium, vol. 1, 48–62.
  • Schär, C., P. L. Vidale, D. Lüthi, C. Frei, C. Häberli, M. A. Liniger, and C. Appenzeller. 2004. “The Role of Increasing Temperature Variability in European Summer Heatwaves.” Nature 427: 332–336. doi:10.1038/nature02300.
  • Schlenker, W., and M. Roberts (2009). Nonlinear Temperature Effects Indicate Severe Damages to US Crop Yields under Climate Change. Proceedings of the National Academy of Sciences, 106, 15594–15598. doi:10.1073/pnas.0906865106
  • Schwinning, S., O. E. Sala, M. E. Loik, and J. R. Ehleringer. 2004. “Thresholds, Memory, and Seasonality: Understanding Pulse Dynamics in Arid/Semi-Arid Ecosystems.” Oecologia 141: 191–193. doi:10.1007/s00442-004-1683-3.
  • Sekhon, H. S., G. Singh, P. Sharma, and T. S. Bains. 2010. “Water Use Efficiency under Stress Environments.” In Climate Change and Management of Cool Season Grain Legume Crops, eds. S. S. Yadav, D. L. M. Neil, R. Redden, and S. A. Patil. Springer Press, Dordrecht-Heidelberg-London-New York.
  • Seneviratne, S. I., N. Nicholls, D. Easterling, C. M. Goodess, S. Kanae, J. Kossin, Y. Luo, et al. 2012. “Changes in Climate Extremes and Their Impacts on the Natural Physical Environment.” In Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation, eds. C. B. Field, V. Barros, T. F. Stocker, D. Qin, D. J. Dokken, K. L. Ebi, M. D. Mastrandrea, et al., 109–230. Cambridge, UK, and New York, NY, USA: A Special Report of Working Groups I and II of the Intergovernmental Panel on Climate Change (IPCC). Cambridge University Press.
  • Simoes-Araujo, J. L., N. G. Rumjanek, and M. Margis-Pinheiro. 2003. “Small Heat Shock Proteins Genes are Differentially Expressed in Distinct Varieties of Common Bean.” The Brazilian Journal of Plant Physiology 15: 33–41. doi:10.1590/S1677-04202003000100005.
  • Skakun, S., N. Kussul, A. Shelestov, and O. Kussul. 2015. “The Use of Satellite Data for Agriculture Drought Risk Quantification in Ukraine.” Geomatics, Natural Hazards and Risk 7 (3): 901–917. doi:10.1080/19475705.2015.1016555.
  • Swain, S., B. D. Wardlow, S. Narumalani, T. Tadesse, and K. Callahan. 2011. “Assessment of Vegetation Response to Drought in Nebraska Using Terra-MODIS Land Surface Temperature and Normalized Difference Vegetation Index.” GIScience & Remote Sensing 48: 432–455. doi:10.2747/1548-1603.48.3.432.
  • Teuling, A. J., A. F. Van Loon, S. I. Seneviratne, I. Lehner, M. Aubinet, B. Heinesch, C. Bernhofer, T. Gru¨Nwald, H. Prasse, and U. Spank. 2013. “Evapotranspiration Amplifies European Summer Drought.” Geophysical Research Letters 40 (10): 2071–2075. doi:10.1002/grl.50495.
  • Unganai, L. S., and F. N. Kogan. 1998. “Drought Monitoring and Corn Yield Estimation in Southern Africa from AVHRR Data.” Remote Sensing of Environment 63: 219–232. doi:10.1016/S0034-4257(97)00132-6.
  • Van Rooy, M. P. 1965. “A Rainfall Anomaly Index Independent of Time and Space.” Notos 14: 43.
  • Vicente-Serrano, S. M., S. Beguria, and J. Lopez-Moreno. 2010. “A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index.” Journal of Climate 23: 1696–1718. doi:10.1175/2009JCLI2909.1.
  • Wahid, A., S. Gelani, M. Ashraf, and M. R. Foolad. 2007. “Heat Tolerance in Plants: An Overview.” Environmental and Experimental Botany 61: 199–223. doi:10.1016/j.envexpbot.2007.05.011.
  • Wheeler, T. R., P. Q. Craufurd, R. H. Ellis, J. R. Porter, and P. V. V. Prasad. 2000. “Temperature Variability and the Yield of Annual Crops.” Agriculture Ecosystems and Environment 82: 159–167. doi:10.1016/S0167-8809(00)00224-3.
  • Yagchi, A. L., D. Liping, and D. Meixia. 2015. “The Effect of Corn–Soybean Rotation on the NDVI-Based Drought Indicators: A Case Study in Iowa, USA, Using Vegetation Condition Index.” GIScience & Remote Sensing 52: 290–314. doi:10.1080/15481603.2015.1038427.
  • Zhou, J., X. Wang, Y. Jiao, Y. Qin, X. Liu, K. He, C. Chen, L. Ma, J. Wang, and Xiong. 2007. “Global Genome Expression Analysis of Rice in Response to Drought and High-Salinity Stresses in Shoot, Flag Leaf, and Panicle.” Plant Molecular Biology 63: 591–608. doi:10.1007/s11103-006-9111-1.

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