Unstacking high temporal resolution meteorological data for multidimensional analysis of climate variability in southern Burkina Faso

References

• Abrol, Y. P., & Ingram, K. T. (1996). Global climate change and agricultural production: Direct and indirect effects of changing hydrological, pedological and plant physiological processes. In F. A. Bazzaz, W. G. Sombroek (Eds.), Effects of higher day and night temperatures on growth and yield of some crop plants (pp. 123–140). Rome: Food & Agriculture Org.
   Google Scholar
• Ali, A., & Lebel, T. (2009). The Sahelian standardized rainfall index revisited. International Journal of Climatology, 29, 1705–1714.10.1002/joc.v29:12
   Web of Science ®Google Scholar
• Ati, O. F., Stigter, C. J., & Oladipo, E. O. (2002). A comparison of methods to determine the onset of the growing season in northern Nigeria. International Journal of Climatology, 22, 731–742.10.1002/(ISSN)1097-0088
   Web of Science ®Google Scholar
• Barbier, B., Yacouba, H., Karambiri, H., Zoromé, M., & Somé, B. (2009). Human vulnerability to climate variability in the Sahel: Farmers’ adaptation strategies in northern Burkina Faso. Environmental Management, 43, 790–803.10.1007/s00267-008-9237-9
   PubMed Web of Science ®Google Scholar
• Brouwer, C., Goffeau, A., Heibloem, M. (1985) Irrigation water management: Training manual no. 1 – Introduction to irrigation. Rome: IILRI and FAO.
   Google Scholar
• Buontempo, C. (2010). Sahelian climate: Past, current, projections. Devon: Hadley Center.
   Google Scholar
• Carter, T. R. (2007). General guidelines on the use of scenario data for climate impact and adaptation assessment. Helsinki: IPCC.
   Google Scholar
• Chew, F., & Siriwardena, L. (2005). Trend/Change detection software. Canberra: CRC for catchment hydrology.
   Google Scholar
• Dai, A. (2011). Drought under global warming: A review. Wiley Interdisciplinary Reviews: Climate Change, 2, 45–65.
   Web of Science ®Google Scholar
• Dai, A., Lamb, P. J., Trenberth, K. E., Hulme, M., Jones, P. D., & Xie, P. (2004). The recent Sahel drought is real. International Journal of Climatology, 24, 1323–1331.10.1002/(ISSN)1097-0088
   Web of Science ®Google Scholar
• Di Baldassarre, G., Montanari, A., Lins H., Koutsoyiannis D., Brandimarte L., Blöschl G. (2010) Flood fatalities in Africa: From diagnosis to mitigation. Geophysical Research Letters, 37(22).
   Google Scholar
• Driessen, P., Deckers, J., Spaargaren, O. (2001) Lecture notes on the major soils of the world. FAO World soil resources. Report-94. Rome: Food and Agriculture organization.
   Google Scholar
• Emma, K., Boubacar, I., Boubacar, B., & Joerg, H. (2015). Intra-seasonal variability of climate change in Central Burkina Faso. International Journal of Current Engineering and Technology, 5, 1955–1965.
   Google Scholar
• Fontès, J., & Guinko, S. (1995). Carte de la végétation et de l’occupation du sol du Burkina Faso: Notice explicative, Vol. Ministère de la coopération française [Map of vegetation and land use of Burkina Faso: Leaflet, vol. French ministry of cooperation, campus project, Toulouse, France]. Toulouse: Projet Campus.
   Google Scholar
• Fox, P., & Rockström, J. (2003). Supplemental irrigation for dry-spell mitigation of rainfed agriculture in the Sahel. Agricultural Water Management, 61, 29–50.10.1016/S0378-3774(03)00008-8
   Web of Science ®Google Scholar
• Geyer, C. J. (2011) Handbook of Markov Chain Monte Carlo. In S. Brooks, A. Gelman, G. Jones, & X. L. Meng (Eds.), Introduction to Markov chain Monte Carlo (pp. 3–47). Boca Raton, FL: CRC Press
   Google Scholar
• GFDDR. (2011). Country note on disaster risk management and adaptation to climate change in Burkina Faso Global Facility for disaster reduction and recovery. Retrieved from https://www.gfdrr.org/sites/gfdrr.org/files/documents/Country_Program_Burkina_Faso.pdf
   Google Scholar
• Hadgu, G., Tesfaye, K., Mamo, G., & Kassa, B. (2013). Trend and variability of rainfall in Tigray, northern Ethiopia: Analysis of meteorological data and farmers’ perception. Academia Journal of Agricultural Research, 1, 88–100.
   Google Scholar
• Hansen, J. W., Baethgen, W. E., Osgood, D. E., Ceccato, P. N., & Ngugi, R. K. (2007). Innovations in climate risk management: Protecting and building rural livelihoods in a variable and changing climate. Journal of Semi-Arid Tropical Agricultural Research, 4(1), 1–38.
   Google Scholar
• Hengl, T., de Jesus, J. M., MacMillan, R. A., Batjes, N. H., Heuvelink, G. B., Ribeiro, E., … Walsh, M. G. (2014). SoilGrids1km – Global soil information based on automated mapping. PLoS ONE, 9(8), e105992.10.1371/journal.pone.0105992
   PubMed Web of Science ®Google Scholar
• Hengsdijk, H., & van Keulen, H. (2002). The effect of temporal variation on inputs and outputs of future-oriented land use systems in West Africa. Agriculture, Ecosystems & Environment, 91, 245–259.
   Web of Science ®Google Scholar
• Henry, S., Boyle, P., & Lambin, E. F. (2003). Modelling inter-provincial migration in Burkina Faso, West Africa: The role of socio-demographic and environmental factors. Applied Geography, 23, 115–136.10.1016/j.apgeog.2002.08.001
   Web of Science ®Google Scholar
• Hulme, M., Doherty, R., Ngara, T., & New, M. (2005). Global warming and African climate change: A reassessment. Cambridge: Cambridge University Press.
   Google Scholar
• Ibrahim, B., Polcher, J., Karambiri, H., & Rockel, B. (2012). Characterization of the rainy season in Burkina Faso and it’s representation by regional climate models. Climate Dynamics, 39, 1287–1302.10.1007/s00382-011-1276-x
   Web of Science ®Google Scholar
• IMF. (2011). Burkina Faso: Second Review Under the Three-Year Arrangement Under the Extended Credit Facility and Request for Modification of Performance Criteria: Staff Report; Press Release on the Executive Board Discussion; and Statement by the Executive Director for Burkina Faso, Ouagadougou, Burkina Faso. Report Number 11/226 INTERNATIONAL MONETARY FUND.
   Google Scholar
• Ingram, K. T., Roncoli, M. C., & Kirshen, P. H. (2002). Opportunities and constraints for farmers of west Africa to use seasonal precipitation forecasts with Burkina Faso as a case study. Agricultural Systems, 74, 331–349.10.1016/S0308-521X(02)00044-6
   Web of Science ®Google Scholar
• INSD. (2007). Résultats préliminaires du recensement général de la population et de l’habitat de 2006. Direction de la Demographie. Institut National des Statistiques et de la Démographie (INSD) [Preliminary results of the general census of the population and habitat of 2006. Directorate of demography. National Institute of Statistics and Demography (INSD)], Ouagadougou, Burkina Faso.
   Google Scholar
• Jones, A., Breuning-Madsen, H., Brossard, M., Dampha, A., Deckers, J., Dewitte, O., … Zougmoré, R. (2013). Soil Atlas of Africa. Luxembourg: European Commission, Publications Office of the European Union.
   Google Scholar
• Kandji, S. T., Verchot, L., & Mackensen, J. (2006). Climate change and variability in the Sahel Region: Impacts and adaptation strategies in the agricultural sector. Nairobi: UNEP and ICRAF.
   Google Scholar
• Karabulut, M., Gürbüz, M., & Korkmaz, H. (2008). Precipitation and temperature trend analyses in Samsun. Journal of International Environmental Application & Science, 3, 399–408.
   Google Scholar
• Kisaka, O. M., Mucheru-Muna, M., Ngetich, F., Mugwe, J., Mugendi, D., Mairura, F. (2015). Seasonal rainfall variability and drought characterization: Case of Eastern Arid Region, Kenya. In W. Leal Filho, A. O. Esilaba, K. P. C. Rao, & G. Sridhar (Eds.), Adapting african agriculture to climate change (pp. 53–72). Cham: Springer.
   Google Scholar
• Kottek, M., Grieser, J., Beck, C., Rudolf, B., & Rubel, F. (2006). World map of the Köppen-Geiger climate classification updated. Meteorologische Zeitschrift, 15, 259–263.10.1127/0941-2948/2006/0130
   Web of Science ®Google Scholar
• Lodoun, T., Giannini, A., Traoré, P. S., Somé, L., Sanon, M., Vaksmann, M., & Rasolodimby, J. M. (2013). Changes in seasonal descriptors of precipitation in Burkina Faso associated with late 20th century drought and recovery in West Africa. Environmental Development, 5, 96–108.10.1016/j.envdev.2012.11.010
   Google Scholar
• Maikano, I. (2006). Generate prototype WCA recommendation maps for selected sorghum (8) and millet (8) cultivars based on updated end-of-season dates (PRODEPAM, activity). Bamako: ICRISAT.
   Google Scholar
• Mathugama, S. C., & Peiris, T. S. G. (2011). Critical Evaluation of Dry Spell Research. International Journal of Basic and Applied Sciences, 11, 153–160.
   Google Scholar
• Mertz, O., D’haen, S., Maiga, A., Moussa, I., Barbier, B., Diouf, A., & Dabi, D. (2012). Climate variability and environmental stress in the Sudan-Sahel Zone of West Africa. Ambio, 41, 380–392.10.1007/s13280-011-0231-8
   PubMed Web of Science ®Google Scholar
• Mustapha, A. (2013). Detecting surface water quality trends using mann-kendall tests and sen’s slope estimates. International journal of advanced and innovative research, 1, 108–114.
   Google Scholar
• Niang B. (2007). Contribution of working group II to the Fourth Assessment Report of the intergovernmental panel on climate change. In M. L. Parry (Ed.), II. IPoCCWG. Climate change 2007: Impacts (pp. 433–468). Cambridge: Adaptation and Vulnerability Cambridge University Press.
   Google Scholar
• Nicholson, S. E. (2011). Dryland climatology. Cambridge: Cambridge University Press.10.1017/CBO9780511973840
   Google Scholar
• Nicholson, S. E., Tucker, C. J., & Ba, M. (1998). Desertification, drought, and surface vegetation: An example from the West African Sahel. Bulletin of the American Meteorological Society, 79, 815–829.10.1175/1520-0477(1998)079<0815:DDASVA>2.0.CO;2
   Web of Science ®Google Scholar
• Nicholson, S.E., Some, B., & Kone, B. (2000). An analysis of recent rainfall conditions in West Africa, including the rainy seasons of the 1997 El Niño and the 1998 La Niña Years. Journal of Climate, 13, 2628–2640.10.1175/1520-0442(2000)013<2628:AAORRC>2.0.CO;2
   Web of Science ®Google Scholar
• Nielsen, J. Ø., & Reenberg, A. (2010). Temporality and the problem with singling out climate as a current driver of change in a small West African village. Journal of Arid Environments, 74, 464–474.10.1016/j.jaridenv.2009.09.019
   Web of Science ®Google Scholar
• Ouedraogo, I., Mbow, C., Balinga, M., & Neufeldt, H. (2015). Transitions in land use architecture under multiple human driving forces in a semi-arid zone. Land, 4, 560–577.10.3390/land4030560
   Web of Science ®Google Scholar
• Ouedraogo, I., Ouattara, K., Kaboré, S., Sawadogo, S. P., & Barron, J. (2012). Permanent internal migration as response to food shortage: Implication to ecosystem services in southern Burkina Faso. In A. Aladjadjiyan (Ed.), Food production: Approaches, challenges and tasks (pp. 41–54). Croatia: InTech.
   Google Scholar
• Ouedraogo, I., Savadogo, P., Tigabu, M., Cole, R., Oden, P. C., & Ouadba, J.-M. (2011). Trajectory analysis of forest cover change in the tropical dry forest of Burkina Faso, West Africa. Landscape Research, 36, 303–320.10.1080/01426397.2011.564861
   Web of Science ®Google Scholar
• Ouedraogo, I., Tigabu, M., Savadogo, P., Compaoré, H., Odén, P. C., & Ouadba, J. M. (2010). Land cover change and its relation with population dynamics in Burkina Faso, West Africa. Land Degradation & Development, 21, 453–462.
   Web of Science ®Google Scholar
• Panagos, P., Van Liedekerke, M., Jones, A., & Montanarella, L. (2012). European soil data centre: Response to European policy support and public data requirements. Land Use Policy, 29, 329–338.10.1016/j.landusepol.2011.07.003
   Web of Science ®Google Scholar
• Paré, S., Söderberg, U., Sandewall, M., & Ouadba, J. M. (2008). Land use analysis from spatial and field data capture in southern Burkina Faso, West Africa. Agriculture, Ecosystems & Environment, 127, 277–285.
   Web of Science ®Google Scholar
• Rasmussen, L. V., Mertz, O., Rasmussen, K., & Nieto, H. (2015). Improving how meteorological information is used by pastoralists through adequate communication tools. Journal of Arid Environments, 121, 52–58.10.1016/j.jaridenv.2015.05.001
   Web of Science ®Google Scholar
• Reardon, T., & Taylor, J. E. (1996). Agroclimatic shock, income inequality, and poverty: Evidence from Burkina Faso. World Development, 24, 901–914.10.1016/0305-750X(96)00009-5
   Web of Science ®Google Scholar
• Roncoli, C., Ingram, K., & Kirshen, P. (2001). The costs and risks of coping with drought: Livelihood impacts and farmers’ responses in Burkina Faso. Climate Research, 19, 119–132.10.3354/cr019119
   Web of Science ®Google Scholar
• Roncoli, C., Ingram, K., & Kirshen, P. (2002). Reading the rains: Local knowledge and rainfall forecasting in Burkina Faso. Society & Natural Resources, 15, 409–427.
   Web of Science ®Google Scholar
• Roncoli, C., Jost, C., Kirshen, P., Sanon, M., Ingram, K., Woodin, M., … Hoogenboom, G. (2009). From accessing to assessing forecasts: An end-to-end study of participatory climate forecast dissemination in Burkina Faso (West Africa). Climatic Change, 92, 433–460.10.1007/s10584-008-9445-6
   Web of Science ®Google Scholar
• Roudier, P., Sultan, B., Quirion, P., & Berg, A. (2011). The impact of future climate change on West African crop yields: What does the recent literature say? Global Environmental Change, 21, 1073–1083.10.1016/j.gloenvcha.2011.04.007
   Web of Science ®Google Scholar
• Sarr, B. (2012). Present and future climate change in the semi-arid region of West Africa: A crucial input for practical adaptation in agriculture. Atmospheric Science Letters, 13, 108–112.10.1002/asl.v13.2
   Web of Science ®Google Scholar
• Sivakumar, M. V. K. (1992). Empirical Analysis of Dry Spells for Agricultural Applications in West Africa. Journal of Climate, 5, 532–539.10.1175/1520-0442(1992)005<0532:EAODSF>2.0.CO;2
   Web of Science ®Google Scholar
• Somé, L., Jalloh, A., Zougmoré, R., Nelson, G. C., & Thomas, T. S. (2013). Burkina Faso. In A. Jalloh, G. C. Nelson, T. S. Thomas, R. Zougmoré, & H. Roy-Macauley (Eds.), West African agriculture and climate change: A comprehensive analysis (pp. 79–110). Washington, DC: International Food Policy Research Institute.
   Google Scholar
• Steeg, J. V., Herrero, M., Kinyangi, J., Thortnton, P., Rao, K. P. C., Stern, R., & Cooper, P. (2009). The influence of current and future climate-induced risk on the agricultural sector in East and Central Africa. In A. M. Nyamu (Ed.), (pp. 38–40). Nairobi: ILRI.
   Google Scholar
• Stern, R. (1980). Analysis of daily rainfall at Samaru, Nigeria, using a simple two-part model. Archiv für Meteorologie, Geophysik und Bioklimatologie, Serie B, 28, 123–135.10.1007/BF02243840
   Web of Science ®Google Scholar
• Strommer G, Brandt M, Diongue-Niang A, Samimi C. (2013). Analysis of daily rainfall of the Sahelian Weather-Station Linguere (Senegal)-trends and its impacts on the local population. Proceedings of the EGU General Assembly Conference Abstracts, Vienna, Austria.
   Google Scholar
• Tian, J., & Fernandez, G. (2000). Seasonal trend analysis of monthly water quality data. Proceedings of the 7th Annual Western users of SAS software regional users group, 229–234.
   Google Scholar
• Traoré, S. (2000). Drought adaptation of Malian local sorghum ecotypes. Secheresse, 11, 227–237.
   Google Scholar
• Tschakert, P. (2007). Views from the vulnerable: Understanding climatic and other stressors in the Sahel. Global Environmental Change, 17, 381–396.
   Web of Science ®Google Scholar
• West, C. T., Roncoli, C., & Ouattara, F. (2008). Local perceptions and regional climate trends on the central plateau of Burkina Faso. Land Degradation & Development, 19, 289–304.
   Web of Science ®Google Scholar
• Yengoh, G. T., Armah, F. A., Onumah, E. E., & Odoi, J. O. (2010). Trends in agriculturally-relevant rainfall characteristics for small-scale agriculture in Northern Ghana. Journal of Agricultural Science, 2, 3.
   Google Scholar