Statistical trend and change-point analysis of land-cover-change patterns in East Africa

References

• Beck , L. R. , Lobitz , B. M. and Wood , B. L. 2000 . Remote Sensing and Human Health: New Sensors and New Opportunities . Emerging Infectious Diseases , 6 : 217 – 227 .
   PubMed Web of Science ®Google Scholar
• Bonan , G. B. 2008 . Forests and Climate Change: Forcings, Feedbacks, and the Climate Benefits of Forests . Science , 320 : 1444 – 1449 .
   PubMed Web of Science ®Google Scholar
• Boriah , S. 2010 . Time Series Change Detection: Algorithms for Land Cover Change , 162 Minneapolis : University of Minnesota .
   Google Scholar
• Brillinger , D. R. 1989 . Consistent Detection of a Monotonic Trend Superposed on a Stationary Time Series . Biometrika , 76 : 23 – 30 .
   Web of Science ®Google Scholar
• Cole , J. E. , Dunbar , R. B. , Mcclanahan , T. R. and Muthiga , N. A. 2000 . Tropical Pacific Forcing of Decadal SST Variability in the Western Indian Ocean over the Past Two Centuries . Science , 287 : 617 – 619 .
   PubMed Web of Science ®Google Scholar
• Davenport , M. L. and Nicholson , S. E. 1993 . On the Relation between Rainfall and the Normalized Difference Vegetation Index for Diverse Vegetation Types in East Africa . International Journal of Remote Sensing , 14 : 2369 – 2389 .
   Web of Science ®Google Scholar
• Davin , E. L. , Noblet-Ducoudré , N. D. and Friedlingstein , P. 2007 . Impact of Land Cover Change on Surface Climate: Relevance of the Radiative Forcing Concept . Geophysical Research Letters , 34 : 5
   Web of Science ®Google Scholar
• Duveiller , G. , Defourny , P. , Desclée , B. and Mayaux , P. 2008 . Deforestation in Central Africa: Estimates at Regional, National and Landscape Levels by Advanced Processing of Systematically-Distributed Landsat Extracts . Remote Sensing of Environment , 112 : 1969 – 1981 .
   Web of Science ®Google Scholar
• Firbank , L. G. , Barr , C. J. , Bunce , R. G. H. , Furse , M. T. , Haines-Young , R. , Hornung , M. , Howard , D. C. , Sheail , J. , Sier , A. and Smart , S. M. 2003 . Assessing Stock and Change in Land Cover and Biodiversity in GB: An Introduction to Countryside Survey 2000 . Journal of Environmental Management , 67 : 207 – 218 .
   PubMed Web of Science ®Google Scholar
• Gibbard , S. , Caldeira , K. , Bala , G. , Phillips , T. J. and Wickett , M. 2005 . Climate Effects of Global Land Cover Change . Geophysical Research Letters , 32 : L23705 doi: 10.1029/2005GL024550
   Web of Science ®Google Scholar
• Goodale , C. L. and Aber , J. D. 2001 . The Long-Term Effects of Land-Use History on Nitrogen Cycling in Northern Hardwood Forests . Ecological Applications , 11 : 253 – 267 .
   Web of Science ®Google Scholar
• Hadden , R. L. 2007 . The Geology of Somalia: A Selected Bibliography of Somalian Geology, Geography and Earth Science , Alexandria , VA : Army Topographic Engineering Center .
   Google Scholar
• Horvath , L. 1993 . The Maximum Likelihood Method for Testing Changes in the Parameters of Normal Observations . The Annals of Statistics , 21 : 671 – 680 .
   Web of Science ®Google Scholar
• Jarušková , D. 1998 . Testing Appearance of Linear Trend . Journal of Statistical Planning and Inference , 70 : 263 – 276 .
   Web of Science ®Google Scholar
• Lu , D. , Mausel , P. , Brondízio , E. and Moran , E. 2004 . Change Detection Techniques . International Journal of Remote Sensing , 25 : 2365 – 2401 .
   Web of Science ®Google Scholar
• Mayaux , P. , Bartholome , E. , Massart , M. , Cutsem , C. V. , Cabral , A. , Nonguierma , A. , Diallo , O. , Pretorius , C. , Thompson , M. , Cherlet , M. , Pekel , J.-F. , Defourny , P. , Vasconcelos , M. , Gregoria , A. D. , Fritz , S. , Grandi , G. D. , Elvidge , C. , Vogt , P. and Belward , A. 2003 . A Land Cover Map of Africa. Carte de l‘occupation du sol de l‘Afrique , Luxembourg : Office for Official Publications of the European Communities: European Commission Joint Research Centre .
   Google Scholar
• Patz , J. A. , Campbell-Lendrum , D. , Holloway , T. and Foley , J. A. 2005 . Impact of Regional Climate Change on Human Health . Nature , 438 : 310 – 317 .
   PubMed Web of Science ®Google Scholar
• Pelkey , N. W. , Stoner , C. J. and Caro , T. M. 2000 . Vegetation in Tanzania: Assessing Long Term Trends and Effects of Protection Using Satellite Imagery . Biological Conservation , 94 : 297 – 309 .
   Web of Science ®Google Scholar
• Pelkey , N. W. , Stoner , C. J. and Caro , T. M. 2003 . Assessing Habitat Protection Regimes in Tanzania Using AVHRR NDVI Composites: Comparisons at Different Spatial and Temporal Scales . International Journal of Remote Sensing , 24 : 2533 – 2558 .
   Web of Science ®Google Scholar
• Pereira , H. M. and Cooper , D. H. 2006 . Towards the Global Monitoring of Biodiversity Change . Trends in Ecology & Evolution , 21 : 123 – 129 .
   PubMed Web of Science ®Google Scholar
• Pinzon , J. E. , Brown , M. E. and Tucker , C. J. 2005 . “ Satellite Time Series Correction of Orbital Drift Artifacts Using Empirical Mode Decomposition ” . In Hilbert-Huang Transform: Introduction and Applications , Edited by: Huang , N. 167 – 186 . Hackensack , NJ : World Scientific Publishing .
   Google Scholar
• Pouyat , R. V. , Pataki , D. E. , Belt , K. T. , Groffman , P. M. , Hom , J. and Band , L. E. 2007 . “ Effects of Urban Land-Use Change on Biogeochemical Cycles ” . In Terrestrial Ecosystems in a Changing World , Edited by: Canadell , J. G. , Pataki , D. E. and Pitelka , L. F. 45 – 58 . Berlin : Springer .
   Google Scholar
• R Development Core Team. 2012. R: A Language and Environment for Statistical Computing. Vienna: R Foundation for Statistical Computing. ISBN 3-900051-07-0. http://www.R-project.org (http://www.R-project.org) (Accessed: 29 May 2013 ).
   Google Scholar
• Tucker , C. J. , Pinzon , J. E. , Brown , M. E. , Slayback , D. A. , Pak , E. W. , Mahoney , R. , Vermote , E. F. and El Saleous , N. 2005 . An Extended AVHRR 8-km NDVI Dataset Compatible with MODIS and SPOT Vegetation NDVI Data . International Journal of Remote Sensing , 26 : 4485 – 4498 .
   Web of Science ®Google Scholar
• Usongo , L. and Nagahuedi , J. 2008 . Participatory Land-Use Planning for Priority Landscapes of the Congo Basin . Unasylva , 59 : 17 – 24 .
   Google Scholar
• Verchot , L. V. , Davidson , E. A. , Cattânio , H. , Ackerman , I. L. , Erickson , H. E. and Keller , M. 1999 . Land Use Change and Biogeochemical Controls of Nitrogen Oxide Emissions from Soils in Eastern Amazonia . Global Biogeochemical Cycles , 13 : 31 – 46 .
   Web of Science ®Google Scholar
• Wu , W. B. , Woodroofe , M. and Mentz , G. 2001 . Isotonic Regression: Another Look at the Changepoint Problem . Biometrika , 88 : 793 – 804 .
   Web of Science ®Google Scholar