A suite of macrophyte species distribution models for investigating hydrology-driven spatial changes in a large flood-pulsed tropical wetland

References

• Andersson, L., Gumbricht, T., Hughes, D., Kniveton, D., Ringrose, S., Savenije, H., … Wolski, P. (2003). Water flow dynamics in the Okavango river basin and delta–A prerequisite for the ecosystems of the delta. Physics and Chemistry of the Earth, Parts A/B/C, 28(20–27), 1165–1172. Retrieved from http://www.sciencedirect.com/science/article/B6X1W-49J8RH1-B/2/de12382d19e251ebc85aea7f37875e6d
   Web of Science ®Google Scholar
• Andersson, L., Wilk, J., Todd, M. C., Hughes, D. A., Earle, A., Kniveton, D., … Savenije, H. H. G. (2006). Impact of climate change and development scenarios on flow patterns in the Okavango River. Journal of Hydrology: Water Resources in Regional Development: the Okavango River, 331(1–2), 43–57. Retrieved from http://www.sciencedirect.com/science/article/B6V6C-4K8SC7Y-4/2/3c37231f94a96924a2dd738cedcdac0a
   Google Scholar
• Ashton, P., & Neal, M. (2003). An overview of key strategic issues in the Okavango basin. In A. Turton, P. Ashton, & E. Cloete (Eds.), Transboundary rivers, sovereignty and development: Hydropolitical drivers in the Okavango River basin (pp. 31–63). Pretoria: African Water Issues Research Unit & Green Cross International.
   Google Scholar
• Austin, M. P. (2002). Spatial prediction of species distribution: an interface between ecological theory and statistical modelling. Ecological Modelling, 157(2–3), 101–118. Retrieved from http://www.sciencedirect.com/science/article/B6VBS-470V3VF-2/2/644073d35cdd0d5401f94f541921f499
   Web of Science ®Google Scholar
• Baars, R., & Ottens, J. (2001). Grazing behaviour and diet selection of Barotse cattle on a communally grazed floodplain in west Zambia. African Journal of Range and Forage Science, 18(1), 5–12.
   Google Scholar
• Bauer, P., Gumbricht, T., & Kinzelbach, W. (2003). Hydrological modelling and resource management in the Okavango Delta. IAHS-AISH Publication, (278): 130–137. Retrieved from http://www.sciencedirect.com/science/article/B6WPY-48TKH33-15Y/2/e453b61f681d20dc581153b9df6cb757
   Google Scholar
• Beilfuss, R. (2010). Modelling trade-offs between hydropower generation and environmental flow scenarios: A case study of the Lower Zambezi River Basin, Mozambique. International Journal of River Basin Management, 8(3–4), 331–347.
   Google Scholar
• Beilfuss, R., & Brown, C. (2010). Assessing environmental flow requirements and trade-offs for the Lower Zambezi River And Delta, Mozambique. International Journal of River Basin Management, 8(2), 127–138.
   Google Scholar
• Bino, G., Sisson, S. A., Kingsford, R. T., Thomas, R. F., & Bowen, S. (2015). Developing state and transition models of floodplain vegetation dynamics as a tool for conservation decision-making: A case study of the Macquarie marshes Ramsar wetland Journal of Applied Ecology, 52(3), 654–664.
   Web of Science ®Google Scholar
• Bornette, G., & Puijalon, S. (2011). Response of aquatic plants to abiotic factors: A review. Aquatic Sciences, 73(1), 1–14.
   Web of Science ®Google Scholar
• Capon, S. J. (2005). Flood variability and spatial variation in plant community composition and structure on a large arid floodplain. Journal of Arid Environments, 60(2), 283–302. Retrieved from http://www.sciencedirect.com/science/article/B6WH9-4CN9MW4-3/2/cc02f59c274181f9a1e3fe049fd7ae1f
   Web of Science ®Google Scholar
• Convertino, M., Foran, C. M., Keisler, J. M., Scarlett, L., LoSchiavo, A., Kiker, G. A., & Linkov, I. (2013). Enhanced adaptive management: integrating decision analysis, scenario analysis and environmental modeling for the everglades. Scientific Reports, 3(2922). Retrieved from https://www.nature.com/articles/srep02922#supplementary-information
   PubMedGoogle Scholar
• Cronberg, G., Gieske, A., Martins, E., Prince-Nengu, J., & Stenstrom, I. (1996). Major ion chemistry, plankton, and bacterial assemblages of the Jao/Boro River, Okavango Delta, Botswana: The swamps and flood plains. Archiv für Hydrobiologie. Supplementband. Monographische Beiträge ISSN 0341-2881, 3(107), 335–407.
   Google Scholar
• Dinçer, T., Child, S., & Khupe, B. (1987). A simple mathematical model of a complex hydrologic system — Okavango Swamp, Botswana Journal of Hydrology, 93(1–2), 41–65. Retrieved from http://www.sciencedirect.com/science/article/pii/0022169487901934
   Web of Science ®Google Scholar
• Fitz, C., Sklar, F., Waring, T., Voinov, A., Costanza, R., & Maxwell, T. (2004). Development and application of the everglades landscape model. In R. Costanza & A. Voinov (Eds.), Landscape simulation modelling - A spatially explicit, dynamic approach (pp. 143 –171). New York, NY: Springer-Verlag.
   Google Scholar
• Fynn, R., Murray-Hudson, M., Dhliwayo, M., & Scholte, P. (2015). African wetlands and their seasonal use by wild and domestic herbivores. Wetlands Ecology and Management, 23(4), 559–581.
   Web of Science ®Google Scholar
• Germishuizen, G., & Meyer, N. L. (2007). Plants of Southern Africa: An online checklist. Retrieved from http://posa.sanbi.org.
   Google Scholar
• Guisan, A., & Thuiller, W. (2005). Predicting species distribution: Offering more than simple habitat models. Ecology Letters, 8, 993–1009.
   PubMed Web of Science ®Google Scholar
• Gumbricht, T., Wolski, P., & McCarthy, T. S. (2004). Forecasting the spatial extent of the annual flood in the Okavango Delta, Botswana. Journal Hydrol, 290, 178–191.
   Web of Science ®Google Scholar
• Gupta, G., Panwar, J., Akhtar, M. S., & Jha, P. N. (2012). Endophytic nitrogen-fixing bacteria as biofertilizer. In Sustainable agriculture reviews (pp. 183–221). Dordrecht: Springer.
   Google Scholar
• Junk, W., & Piedade, M. (1997). Plant life in the floodplain with special reference to herbaceous plants. In W. Junk (Ed.), The central amazon floodplain (Vol. 126, pp. 147–185). Berlin: Springer.
   Google Scholar
• King, J. M., Brown, C. A., & Barnes, J. (2009). Final IFA Project Report. Report 08-2009 EPSMO/BIOKAVANGO Okavango Basin Environmental Flows Assessment Project. Maun, Botswana: OKACOM.
   Google Scholar
• Leica-Geosystems. (2006). ERDAS Imagine v 9.1 Heerbrugge. St Galen, Switzerland: Author.
   Google Scholar
• Lenssen, J., Menting, F., Putten, W. V. D., & Blom, K. (1999). Control of plant species richness and zonation of functional groups along a freshwater flooding gradient. Oikos, 86(3), 523–534. Retrieved from http://www.jstor.org/stable/3546656
   Web of Science ®Google Scholar
• Marchand, M. (1987). The productivity of African floodplains. International Journal of Environmental Studies, 29(2–3), 201–211.
   Google Scholar
• Mazvimavi, D., & Wolski, P. (2006). Long-term variations of annual flows of the Okavango And Zambezi Rivers Physics and Chemistry of the Earth, Parts A/B/C, 31(15–16), 944–951. Retrieved from http://www.sciencedirect.com/science/article/pii/S1474706506001689
   Google Scholar
• McCune, B., & Mefford, M. (2006). PC-ORD. Multivariate analysis of ecological data. Ver 5.10. Gleneden Beach, OR: MjM Software.
   Google Scholar
• Moor, H., Hylander, K., & Norberg, J. (2015). Predicting climate change effects on wetland ecosystem services using species distribution modeling and plant functional traits. [journal article]. Ambio, 44(1), 113–126.
   Google Scholar
• Murray-Hudson, M., Wolski, P., Cassidy, L., Brown, M. T., Thito, K., Kashe, K., & Mosimanyana, E. (2014). Remote sensing-derived hydroperiod as a predictor of floodplain vegetation composition. Wetlands Ecology and Management, 1–14. doi:10.1007/s11273-014-9340-z
   Web of Science ®Google Scholar
• Murray-Hudson, M., Wolski, P., Murray-Hudson, F., Brown, M. T., & Kashe, K. (2014). Disaggregating hydroperiod: components of the seasonal flood pulse as drivers of plant species distribution in floodplains of a tropical wetland. Wetlands, 34(5), 927–942.
   Web of Science ®Google Scholar
• Murray-Hudson, M., Wolski, P., & Ringrose, S. (2006). Scenarios of the impact of local and upstream changes in climate and water use on hydro-ecology in the Okavango Delta, Botswana Journal of Hydrology, 331(1–2), 73–84. Retrieved from http://www.sciencedirect.com/science/article/pii/S002216940600254X
   Web of Science ®Google Scholar
• National Conservation Strategy Agency. (2000). Botswana wetlands policy and strategy. Gaborone, Botswana: Department of Environmental Affairs, Government of Botswana.
   Google Scholar
• National Conservation Strategy Agency. (2008). Okavango Delta Management Plan. Gaborone, Botswana: Ministry of Environment, Wildlife and Tourism, Government of Botswana.
   Google Scholar
• OKACOM. (2011). Cubango-Okavango River basin transboundary diagnostic analysis. Maun, Botswana: Author.
   Google Scholar
• Perry, G. L. W., & Enright, N. J. (2006). Spatial modelling of vegetation change in dynamic landscapes: A review of methods and applications. Progress in Physical Geography, 30(1), 47–72.
   Web of Science ®Google Scholar
• Poiani, K., & Johnson, W. (1993). A spatial simulation model of hydrology and vegetation dynamics in semi-permanent prairie wetlands. Ecological Applications, 3(2), 279–293.
   PubMed Web of Science ®Google Scholar
• Pröpper, M., Gröngröft, A., Finckh, M., Stirn, S., Cauwer, V. D., Lages, F., … Jürgens, N. (2015). The future okavango - findings, scenarios and recommendations for action. research project final synthesis report. Hamburg, Germany: University of Hamburg - Biocentre Klein Flottbeck.
   Google Scholar
• Reinhold-Hurek, B., & Hurek, T. (2011). Living inside plants: Bacterial endophytes Current Opinion in Plant Biology, 14(4), 435–443. Retrieved from http://www.sciencedirect.com/science/article/pii/S1369526611000549
   PubMed Web of Science ®Google Scholar
• Reyes, E., White, M. L., Martin, J. F., Kemp, G. P., Day, J. W., & Aravamuthan, V. (2000). Landscape modeling of coastal habitat change in the mississippi delta. Ecology, 81(8), 2331–2349. Retrieved from http://www.jstor.org/stable/177118
   Web of Science ®Google Scholar
• Robertson, A. I., Bacon, P., & Heagney, G. (2001). The responses of floodplain primary production to flood frequency and timing. Journal of Applied Ecology, 38(1), 126–136.
   Web of Science ®Google Scholar
• Schoelynck, J., Schaller, J., Murray-Hudson, M., Frings, P. J., Conley, D. J., van Pelt, D., … Struyf, E. (2017). The trapping of organic matter within plant patches in the channels of the Okavango Delta: A matter of quality. Aquatic Sciences, 661–674.
   Web of Science ®Google Scholar
• Scholte, P. (2007). Maximum flood depth characterizes above-ground biomass in African seasonally shallowly flooded grasslands Journal of Tropical Ecology, 23(1), 63–72. Retrieved from https://www.cambridge.org/core/article/maximum-flood-depth-characterizes-aboveground-biomass-in-african-seasonally-shallowly-flooded-grasslands/8F19FB143BC7C0D83F4235CC91B679FA
   Google Scholar
• Scudder, T., Manley, R. E., Coley, R. W., Davis, R. K., Green, J., Howard, G. W., … Wright, E. P. (1993). The IUCN review of the southern Okavango integrated water development project. Gland, Switzerland: IUCN.
   Google Scholar
• Sklar, F. H., & Hunsaker, C. T. (2001). The use and uncertainties of spatial data for landscape models: An overview with examples from the Florida everglades. In C. T. Hunsaker, M. F. Goodchild, M. A. Friedl, & T. J. Case (Eds.), Spatial uncertainty in ecology: Implications for remote sensing and GIS applications (pp. 15–46). New York: Springer.
   Google Scholar
• Snowy Mountains Engineering Corporation. (1990). Southern Okavango integrated water development project. Gaborone, Botswana: Department of Water Affairs.
   Google Scholar
• Ter Braak, C. J. F., & Looman, C. W. N. (1986). Weighted averaging, logistic regression and the Gaussian response model. Vegetatio, 65, 3–11.
   Google Scholar
• Ter Braak, C. J. F., & Prentice, I. C. (1988). A theory of gradient analysis. Advances in Ecological Research, 18, 271–317.
   Web of Science ®Google Scholar
• Ter Braak, C. J. F., & Smilauer, P. (2006). CANOCO v5.54. Wageningen, Netherlands: Biometris - Plant Research International.
   Google Scholar
• Van Der Valk, A. G., & Welling, C. H. (1988). The development of zonation in freshwater wetlands: An experimental approach. In H. J. During, M. J. A. Werger, & J. H. Willems (Eds.), Diversity and pattern in plant communities (pp. 145–158). The Hague: Academic Publishing.
   Google Scholar
• Van Horssen, P. W., Schot, P. P., & Barendregt, A. (1999). A GIS-based plant prediction model for wetland ecosystems. Landscape Ecology, 14(3), 253–265.
   Web of Science ®Google Scholar
• Wilson, B. H., & Dinçer, T. (1976). An introduction to the hydrology and hydrography of the Okavango Delta. Paper presented at the Symposium on the Okavango Delta and its future utilization. Gaborone, Botswana: National Museum.
   Google Scholar
• Wolski, P., Gumbricht, T., & McCarthy, T. S. (2002, December, 4–8). Assessing future change in the Okavango delta: The use of a regression model of the maximum annual flood in a Monte Carlo simulation. Conference on Environmental Monitoring of Tropical and Subtropical Wetlands, Maun, Botswana.
   Google Scholar
• Wolski, P., & Murray-Hudson, M. (2008). ‘Alternative futures’ of the Okavango delta simulated by a suite of global climate and hydro-ecological models. Water SA, 34(5), 605–610.
   Web of Science ®Google Scholar
• Wolski, P., Savenije, H. H. G., Murray-Hudson, M., & Gumbricht, T. (2006). Modelling of the flooding in the Okavango Delta, Botswana, using a hybrid reservoir-GIS model. Journal of Hydrology - Water and Ecosystem Resources in Regional Development: the Okavango River, 331(1–2), 58–72. Retrieved from http://www.sciencedirect.com/science/article/B6V6C-4KNKH3S-2/2/a43bfb6ea233bbd9aea71f63bd3562a3
   Google Scholar
• Wolski, P., & Savenije, H. H. S. (2003). Update of conceptual hydrological model of the Delta (Report to EU funded project ICA-4-CT-2001-10040 No. D2.1). Maun, Botswana: Harry Oppenheimer Okavango Research Centre.
   Google Scholar
• Wolski, P., Todd, M. C., Murray-Hudson, M. A., & Tadross, M. (2012). Multi-decadal oscillations in the hydro-climate of the Okavango River system during the past and under a changing climate Journal of Hydrology, 475, 294–305. Retrieved from http://www.sciencedirect.com/science/article/pii/S002216941200892X
   Web of Science ®Google Scholar