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Research Article

An assessment of remote sensing-based drought index over different land cover types in southern Africa

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Pages 7368-7382 | Received 25 Jan 2020, Accepted 28 Mar 2020, Published online: 07 Jul 2020

References

  • Archer, E., R. Mary, W. A. Landman, M. A. Tadross, J. Malherbe, H. Weepener, P. Maluleke, and F. M. Marumbwa. 2017. “Understanding the Evolution of the 2014–2016 Summer Rainfall Seasons in Southern Africa: Key Lessons.” Climate Risk Management 16: 22–28. doi:10.1016/j.crm.2017.03.006.
  • Ayanlade, A., M. Radeny, J. F. Morton, and T. Muchaba. 2018. “Rainfall Variability and Drought Characteristics in Two Agro-climatic Zones: An Assessment of Climate Change Challenges in Africa.” Science of the Total Environment 630: 728–737. doi:10.1016/j.scitotenv.2018.02.196.
  • Baniya, B., Q. Tang, X. Ximeng, G. G. Haile, and G. Chhipi-Shrestha. 2019. “Spatial and Temporal Variation of Drought Based on Satellite Derived Vegetation Condition Index in Nepal from 1982–2015.” Sensors (Basel, Switzerland) 19 (2): 430. doi:10.3390/s19020430.
  • Beguería, S., S. M. Vicente-Serrano, F. Reig, and B. Latorre. 2014. “Standardized Precipitation Evapotranspiration Index (SPEI) Revisited: Parameter Fitting, Evapotranspiration Models, Tools, Datasets and Drought Monitoring.” 34 (10): 3001–3023. doi:10.1002/joc.3887.
  • Chidumayo, E. N. 2001. “Climate and Phenology of Savanna Vegetation in Southern Africa.” Journal of Vegetation Science 12 (3): 347–354. doi:10.2307/3236848.
  • Cho, M. A., A. Ramoelo, and L. Dziba. 2017. “Response of Land Surface Phenology to Variation in Tree Cover during Green-Up and Senescence Periods in the Semi-Arid Savanna of Southern Africa.” 9 (7): 689. doi:10.3390/rs9070689.
  • Cousins, B. 1999. “Invisible Capital: The Contribution of Communal Rangelands to Rural Livelihoods in South Africa.” Development Southern Africa 16 (2): 299–318. doi:10.1080/03768359908440079.
  • Dai, A. 2013. “Increasing Drought under Global Warming in Observations and Models.” Nature Climate Change 3 (1): 52. doi:10.1038/nclimate1633.
  • Davis-Reddy, C. L., and K. Vincent. 2017. Climate Risk and Vulnerability: A Handbook for Southern Africa. 2nd ed. Pretoria, South Africa: CSIR.
  • Dutta, D., A. Kundu, N. R. Patel, S. K. Saha, and A. R. Siddiqui. 2015. “Assessment of Agricultural Drought in Rajasthan (India) Using Remote Sensing Derived Vegetation Condition Index (VCI) and Standardized Precipitation Index (SPI).” The Egyptian Journal of Remote Sensing and Space Science 18 (1): 53–63. doi:10.1016/j.ejrs.2015.03.006.
  • Ellis-Jones, J., and D. O’Neill. 2000. “The Contribution of Draught Animal Power to Sustainable Livelihoods in Sub-Saharan Africa: An Example from Zimbabwe.” In World Association for Transport Animal Welfare and Studies (TAWS) Workshop Harare, Zimbabwe.
  • ESA. 2019. “GlobCover.” Accessed November 11 http://due.esrin.esa.int/page_globcover.php
  • Gidey, E., O. Dikinya, R. Sebego, E. Segosebe, and A. Zenebe. 2018. “Analysis of the Long-term Agricultural Drought Onset, Cessation, Duration, Frequency, Severity and Spatial Extent Using Vegetation Health Index (VHI) in Raya and Its Environs, Northern Ethiopia.” Environmental Systems Research 7 (1): 13. doi:10.1186/s40068-018-0115-z.
  • Gouveia, C. M., R. M. Trigo, S. Beguería, and S. M. Vicente-Serrano. 2017. “Drought Impacts on Vegetation Activity in the Mediterranean Region: An Assessment Using Remote Sensing Data and Multi-scale Drought Indicators.” Global and Planetary Change 151: 15–27. doi:10.1016/j.gloplacha.2016.06.011.
  • Jain, S. K., R. Keshri, A. Goswami, A. Sarkar, and A. Chaudhry. 2009. “Identification of Drought-vulnerable Areas Using NOAA AVHRR Data.” International Journal of Remote Sensing 30 (10): 2653–2668. doi:10.1080/01431160802555788.
  • Kogan, F., W. Guo, and W. Yang. 2019. “Drought and Food Security Prediction from NOAA New Generation of Operational Satellites.” Geomatics, Natural Hazards and Risk 10 (1): 651–666. doi:10.1080/19475705.2018.1541257.
  • 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. 1997. “Global Drought Watch from Space.” Bulletin of the American Meteorological Society 78 (4): 621–636. doi:10.1175/1520-0477(1997)078<0621:GDWFS>2.0.CO;2.
  • Kruskal, W. H., and W. A. Wallis. 1952. “Use of Ranks in One-criterion Variance Analysis.” Journal of the American Statistical Association 47 (260): 583–621. doi:10.1080/01621459.1952.10483441.
  • Kuri, F., M. Masocha, A. Murwira, and K. Murwira. 2019. “Differential Impact of Remotely Sensed Dry Dekads on Maize Yield in Zimbabwe.” Geocarto International 1–11. doi:10.1080/10106049.2019.1583774.
  • Lindesay, J. A. 1988. “South African Rainfall, the Southern Oscillation and a Southern Hemisphere Semi-annual Cycle.” 8 (1): 17–30. doi:10.1002/joc.3370080103.
  • Liu, W. T., and F. N. Kogan. 1996. “Monitoring Regional Drought Using the Vegetation Condition Index.” International Journal of Remote Sensing 17 (14): 2761–2782. doi:10.1080/01431169608949106.
  • Nicholson, S. E., M. L. Davenport, and A. R. Malo. 1990. “A Comparison of the Vegetation Response to Rainfall in the Sahel and East Africa, Using Normalized Difference Vegetation Index from NOAA-AVHRR.” Climate Change 17: 209–241. doi:10.1007/BF00138369.
  • Pearson, R. A., and E. Vall. 1998. “Performance and Management of Draught Animals in Agriculture in sub-Saharan Africa: A Review.” Tropical Animal Health and Production 30 (5): 309–324. doi:10.1023/a:1005059308088.
  • R Core Team. 2018. R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing.
  • Robinson, T. P., G. R. W. Wint, G. Conchedda, T. P. Van Boeckel, V. Ercoli, E. Palamara, G. Cinardi, L. D’Aietti, S. I. Hay, and M. Gilbert. 2014. “Mapping the Global Distribution of Livestock.” PloS One 9 (5): 5. doi:10.1371/journal.pone.0096084.
  • Rojas, O., and S. Ahmed. 2017. “Feasibility of Using the FAO-Agricultural Stress Index System (ASIS) as a Remote Sensing Based Index for Crop Insurance.” Accessed May 29 2017. http://repo.floodalliance.net/jspui/handle/44111/1713
  • Swemmer, A. M., W. J. Bond, G. P. Jason Donaldson, J. M. Hempson, and P. J. S. Izak. 2018. “The Ecology of Drought – A Workshop Report.” South African Journal of Science 114 (9/10): 1–3. doi:10.17159/sajs.2018/5098.
  • Tollerud, H., J. Brown, T. Loveland, R. Mahmood, and N. Bliss. 2018. “Drought and Land-Cover Conditions in the Great Plains.” 22 (17): 1–25. doi:10.1175/ei-d-17-0025.1.
  • Tucker, C. J., C. L. Vanpraet, E. Boerwinkel, and A. Gaston. 1983. “Satellite Remote Sensing of Total Dry Matter Production in the Senegalese Sahel.” Remote Sensing of Environment 13 (6): 461–474. doi:10.1016/0034-4257(83)90053-6.
  • 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 (3): 219–232. doi:10.1016/S0034-4257(97)00132-6.
  • UN-SPIDER. 2019. “Recommended Practice: Drought Monitoring Using the Vegetation Condition Index (VCI).” Accessed 10 January 2019. http://www.un-spider.org/book/export/html/9206
  • Van Loon, A. F. 2015. “Hydrological Drought Explained.” 2 (4): 359–392. doi:10.1002/wat2.1085.
  • Vargha, A., and H. D. Delaney. 1998. “The Kruskal-Wallis Test and Stochastic Homogeneity.” Journal of Educational and Behavioral Statistics 23 (2): 170–192. doi:10.3102/10769986023002170.
  • Vicente-Serrano, S. 2007. “Evaluating the Impact of Drought Using Remote Sensing in a Mediterranean, Semi-arid Region.” Natural Hazards 40 (1): 173–208. doi:10.1007/s11069-006-0009-7.
  • Vicente-Serrano, S. M., C. Gouveia, J. J. Camarero, S. Beguería, R. Trigo, J. I. López-Moreno, C. Azorín-Molina, et al. 2013. “Response of Vegetation to Drought Time-scales across Global Land Biomes.” Proceedings of the National Academy of Sciences 110 (1): 52–57. doi:10.1073/pnas.1207068110.
  • Vicente-Serrano, S. M., S. Beguería, and J. I. López-Moreno. 2010. “A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index.” Journal of Climate 23 (7): 1696–1718. doi:10.1175/2009JCLI2909.1.
  • Wilhite, D. A. 2000. “Drought as A Natural Hazard: Concepts and Definitions. In Drought: A Global Assessment.” Drought Mitigation Center Faculty Publications 1: 3–18.
  • Wolters, E., E. Swinnen, C. Tote, and S. Sterclkx. 2016. SPOT-VGT Collection 3 Products and User Manual.
  • Zaiontz, C. 2019. “Real Statistics Using Excel: Kruskal-WallisTest.” Accessed 11 November 2019. http://www.real-statistics.com/one-way-analysis-of-variance-anova/kruskal-wallis-test/

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