Freshwater scarcity leads to serious effects on the socioeconomic and commercial development of a country. The management of freshwater resources will be one of the most pressing issues of this millennium making it a catalyst for war and peace. Some of the most water-scarce countries in the world are small island developing states that are mainly supplied by freshwater through groundwater and rainwater due to their natural conditions. Small islands in the Eastern Caribbean are geographically prone to suffer from water scarcity due to their natural circumstances. Due to systematic failures, the small island developing state of Anguilla has few renewable freshwater resources. To meet the Sustainable Development Goals and respect Human Rights, Anguilla needs to invest in finding new ways of securing freshwater for its inhabitants. Leading technologies in the insurance of freshwater security are desalination, wastewater clearing and the import of freshwater. Three case studies of Kuwait, Cyprus and Singapore have been analysed as best practices as these countries are experienced and have sophisticated water strategies for dealing with water scarcity. The three technologies and the knowledge and practices from the case studies have then been applied to Anguilla. Due to the economic situation, Anguilla will most likely keep relying on freshwater imports but also on treating wastewater for irrigation and flushing uses to release stress on freshwater. The option of implementing a water conservation tax or fiscal subsidies would be an additional incentive for inhabitants and tourists to reduce water consumption and release stress on freshwater scarcity in Anguilla.

This thesis is presented as a collection of five papers and one report, each of which has been either published after peer review or submitted for publication. It covers a broad range of applied statistical methods, from deterministic modelling to integrated Bayesian modelling using MCMC, via bootstrapping and stochastic simulation. It also covers a broad range of subjects, from analysis of recreational fishing diaries, to genetic mark recapture for wombats. However, it focuses on practical applications of statistics to the management of wild populations. The first chapter (Hoyle and Jellyman 2002, published in Marine and Freshwater Research) applies a simple deterministic yield per recruit model to a fishery management problem: possible overexploitation of the New Zealand longfin eel. The chapter has significant implications for longfin eel fishery management. The second chapter (Hoyle and Cameron 2003, published in Fisheries Management and Ecology) focuses on uncertainty in the classical paradigm, by investigating the best way to estimate bootstrap confidence limits on recreational harvest and catch rate using catch diary data. The third chapter (Hoyle et al., in press with Molecular Ecology Notes) takes a different path by looking at genetic mark-recapture in a fisheries management context. Genetic mark-recapture was developed for wildlife abundance estimation but has not previously been applied to fish harvest rate estimation. The fourth chapter (Hoyle and Banks, submitted) addresses genetic mark-recapture, but in the wildlife context for estimates of abundance rather than harvest rate. Our approach uses individual-based modeling and Bayesian analysis to investigate the effect of shadows on abundance estimates and confidence intervals, and to provide guidelines for developing sets of loci for populations of different sizes and levels of relatedness. The fifth chapter (Hoyle and Maunder 2004, Animal Biodiversity and Conservation) applies integrated analysis techniques developed in fisheries to the modeling of protected species population dynamics - specifically the north-eastern spotted dolphin, Stenella attenuata. It combines data from a number of different sources in a single statistical model, and estimates parameters using both maximum likelihood and Bayesian MCMC. The sixth chapter (Hoyle 2002, peer reviewed and published as Queensland Department of Primary Industries Information Series) results directly from a pressing management issue: developing new management procedures for the Queensland east coast Spanish mackerel fishery. It uses an existing stock assessment as a starting point for an integrated Bayesian management strategy evaluation. Possibilities for further research have been identified within the subject areas of each chapter, both within the chapters and in the final discussion chapter.

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