An NDVI-data harmonic analysis to study deforestation in Peru’s Tahuamanu province during 2001–2011

References

• Achard, F. 2002. “Determination of Deforestation Rates of the World’s Humid Tropical Forests.” Science 297: 999–1002. doi:10.1126/science.1070656.
   PubMed Web of Science ®Google Scholar
• Achard, F., H.-J. Stibig, H. D. Eva, E. J. Lindquist, A. Bouvet, O. Arino, and P. Mayaux. 2010. “Estimating Tropical Deforestation from Earth Observation Data.” Carbon Management 1: 271–287. doi:10.4155/cmt.10.30.
   Web of Science ®Google Scholar
• Aragão, L. E., Y. Malhi, N. Barbier, A. Lima, Y. Shimabukuro, L. Anderson, and S. Saatchi. 2008. “Interactions Between Rainfall, Deforestation and Fires during Recent Years in the Brazilian Amazonia.” Philosophical Transactions of the Royal Society B: Biological Sciences ( 2008) 363: 1779–1785. doi:10.1098/rstb.2007.0026.
   PubMed Web of Science ®Google Scholar
• Bala, G., K. Caldeira, M. Wickett, T. J. Phillips, D. B. Lobell, C. Delire, and A. Mirin. 2007. “Combined Climate and Carbon-cycle Effects of Large-Scale Deforestation.” Pnas 104 (16): 6550–6555. doi:10.1073/pnas.0608998104.
   PubMed Web of Science ®Google Scholar
• Caillaux, Z. J., and C. Chirinos Arrieta. 2003. El Caso De Tahuamanu: Cuando El Bosque Toca Madera [Tahuamanu Case: When the Woods Knocks on Wood], 164 p. Lima: Sociedad Peruana de Derecho Ambiental.
   Google Scholar
• Chávez Michaelsen, A. 2009. Public Politics and Spatial Variation in the Use and the Cover of Lands in the Southeastern Peruvian Amazon, 93 p. Gainesville: University of Florida. http://ufdc.ufl.edu/UFE0024388/00001
   Google Scholar
• Chávez Michaelsen, A., C. N. Bejar, R. Fernandez Menis, L. Huamani Briceño, and F. Valera Tito. 2012. Reporte: Estudio de áreas Deforestadas en la Provincia de Tahuamanu 2008-2010 [Report: A Study on Deforested Areas in the Tahuamanu Province 2008–2010]. Consorcio Madre de Dios-Pahndo: Fortalecimiento del Manejo Ambiental en Madre de Dios, Perú y Pando, Bolivia, Iniciativa para la Conservación en la Cuenca Amazónica (ICAA) y el Acuerdo de Cooperación con Universidad Nacional Amazónica de Madre de Dios, UNAMAD. 31.
   Google Scholar
• Chávez Michaelsen, A., J. Díaz Salinas, R. Fernández Menis, L. Huamani Briceño, and R. Moreno Santillán. 2013. Comparación de áreas Deforestadas a través de Varias Metodologías en la Provincia de Tahuamanu, Madre de Dios, Perú. Anais do XVI Simpósio Brasileiro de Sensoriamento Remoto (SBSR). 13–18 April 2013, Foz do Iguaçu, PR: INPE.
   Google Scholar
• Chávez Michaelsen, A., L. Huamani Briceño, R. Fernandez Menis, N. Bejar Chura, F. Valera Tito, S. Perz, I. Foster Brown, S. Del Aguila, R. Mora, and G. Aguirre. 2013. “Regional Deforestation Trends within Local Realities: Land-Cover Change in Southeastern Peru 1996–2011.” Land 2 (2): 131–157. doi:10.3390/land2020131.
   Google Scholar
• Coldiz, R. 2007. “Classification of MODIS for Land Cover Mapping.” Doctorate Thesis, Universität Würzburg. 334.
   Google Scholar
• Davin, E. L., and N. De Noblet-Ducoudré. 2010. “Climatic Impact of Global-Scale Deforestation: Radiative versus Nonradiative Processes.” Journal of Climate 23: 97–112. doi:10.1175/2009JCLI3102.1.
   Web of Science ®Google Scholar
• Debnath, L., F. A. Shah, and Birkhäuser. 2014. Wavelet Transforms and Their Applications. 2nd ed. Basel: Birkhäuser.
   Google Scholar
• Fashé, O. 2009. Licentiate Thesis Entitled ‘‘El Modo Acoplado Océano-Atmósfera Cercano Al Anual En El Pacífico Tropical Ecuatorial En 2000-2007ʹ’ [A Near-Annual Coupled Ocean-Atmosphere Mode in the Tropical and Equatorial Pacific during the Period 2000–2007], 82 p. Lima: UNMSM.
   Google Scholar
• Fernández Felipe-Morales, L. 2010. Desarrollo Territorial En Madre De Dios: Los Impactos Socioambientales De La Carretera Interoceánica Sur [Territorial Development in Madre de Dios: Social and Environmental Impacts of South Inter-Oceanic Highway]. Lima: Wildlife Conservation Society.
   Google Scholar
• Giudice, R., C. Kirkby, D. W. Yu, R. Silvestrini, B. Soares-Filho, and H. Rodrigues 2009. ‘‘Modeling the Effect of Population Growth and Secondary Road Expansion along the New Interoceanica Sur Highway of Southeastern Peruvian Amazon.’’ In Chapter 2 of MSc Thesis entitled ‘‘Conservation in southeastern Peruvian Amazon: Two approaches.’’ Norwich, UK: University of East Anglia.
   Google Scholar
• Goulden, M. L., S. D. Miller, H. R. Da Rocha, M. C. Menton, H. C. De Freitas, A. M. Silva Figueira, and C. A. Dias De Sousa 2004. “Diel and Seasonal Patterns of Tropical Forest CO2 Exchange.” Ecological Applications 14 (4) Supplement: S42–S54. doi:10.1890/02-6008.
   Google Scholar
• Gupta, G. R. 2014. “Observations of Dissipation of Slow Magneto-acoustic Waves in a Polar Coronal Hole.” A&A 568: A96. doi:10.1051/0004-6361/201323200.
   Google Scholar
• Hannachi, A., I. T. Jolliffe, and D. B. Stephenson 2007. “Empirical Orthogonal Functions and Related Techniques in Atmospheric Science: A Review.” International Journal Climatology. 27: 1119–1152. doi:10.1002/(ISSN)1097-0088.
   Web of Science ®Google Scholar
• Heil Costa, M., and J. A. Foley 2000. “Combined Effects of Deforestation and Doubled Atmospheric CO2 Concentrations on the Climate of Amazonia.” Journal of Climate 13: 18–34. doi:10.1175/1520-0442(2000)013<0018:CEODAD>2.0.CO;2.
   Web of Science ®Google Scholar
• IPCC. 2007. Climate Change 2007: Synthesis Report. Contribution of Working Groups I, II and III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, 104 pp. Edited by Core Writing Team, R. K. Pachauri, and A. Reisinger. Geneva: IPCC.
   Google Scholar
• Jiménez-Muñoz, J. C., J. A. Sobrino, C. Mattar, and Y. Malhi 2013. “Spatial and Temporal Patterns of the Recent Warming of the Amazon Forest.” Journal of Geophysical Research: Atmospheres 118: 5204–5215.
   Web of Science ®Google Scholar
• Julien, Y. 2008. “Vegetation Monitoring through Retrieval of NDVI and LST Time Series from Historical Databases.” Doctoral thesis, 288. Universidad De Valencia.
   Google Scholar
• Kaiser, G. 2011. A Friendly Guide to Wavelets. Ed. Birkhäuser. New York: Modern Birkhäuser Classics Series.
   Google Scholar
• Klyatskin, V. I., and W. A. Woyczynski 1997. “‘‘Dynamical and Statistical Characteristics of Geophysical Fields and Waves and Related Boundary-Value Problems’’ in Stochastic Models in Geosystems.” The IMA Volumes in Mathematics and its Applications 85: 171–208.
   Google Scholar
• Lambin, E. F., and H. J. Geist (Eds.). 2006. Land-use and Land-cover Change: Local Processes to Global Impacts. Heidelberg: Springer Verlag.
   Google Scholar
• Lau, K. M., and H. Weng 1995. “Climate Signal Detection Using Wavelet Transform: How to Make a Time Series Sing.” Bulletin American Meteorol Social. 76 (12): 2391–2402. doi:10.1175/1520-0477(1995)076<2391:CSDUWT>2.0.CO;2.
   Web of Science ®Google Scholar
• Mas, J.-F. 2011. Los Productos De Superficie Terrestre MODIS. Aplicación Del Sensor MODIS Para El Monitoreo De Territorio [Earth Surface Products MODIS. Application of the MODIS Sensor to Monitor a Territory]. Mexico: Centro de Investigaciones en Geografía Ambiental, UNAM.
   Google Scholar
• Ministry of Agriculture of Peru. 2002. Resolution Nº 427–2002 of the Ministry of Agriculture. Lima: Ministry of Agriculture.
   Google Scholar
• Ministry of Agriculture of Peru. 2010. Estudio Diagnóstico Hidrológico De La Cuenca Madre De Dios [Hydrological Diagnostic Survey of Madre De Dios Watershed]. Lima: Autoridad Nacional del Agua.
   Google Scholar
• Ministry of Environment of Peru. 2009. Causas y Medidas de Mitigación a la Deforestación en áreas Críticas de la Amazonía Peruana y a la Emisión de Gases de Efecto Invernadero [Causes and Measures Aimed at Mitigation for Deforestation in Critical Areas of Peruvian Amazon, and, for Emission of Greenhouse Gases]. Research carried out under the project entitled ‘Second National Communication from Peru to the United Nations Framework Convention on Climate Change (UNFCCC).’ 350 pages.
   Google Scholar
• http://redpeia.minam.gob.pe/admin/files/item/4d77fdc18a8aaCAUSAS\_Y\_MEDIDAS\_DE\_MITIGACION\_A\_LA\_DEFORESTACION.pdf.
   Google Scholar
• Mosquera, C., M. L. Chávez, V. H. Pachas, and P. Moschella 2009. Estudio Diagnóstico de la Actividad Minera Artesanal en Madre de Dios [A Diagnostic Study of the Illegal Mining in Madre de Dios]. Lima: Fundación Conservación Internacional
   Google Scholar
• Negri, J., R. F. Adler, L. Xu, and J. Surratt. 2004. “The Impact of Amazonian Deforestation on Dry Season Rainfall.” Journal of Climate 17: 1306–1319. doi:10.1175/1520-0442(2004)017<1306:TIOADO>2.0.CO;2.
   Web of Science ®Google Scholar
• Quispe, G. H. M., and J. P. Valer-Miranda Nina. 2009. Caracterización Hidrográfica. Cuencas del Río Acre y Tahuamanu. Lima: Autoridad Nacional del Agua.
   Google Scholar
• Rodríguez, O., and H. Arredondo. 2005. Manual Para El Manejo Y Procesamiento De Imágenes Obtenidas Del Sensor Remoto MODIS De La NASA, Aplicado Al Estudio De Ingeniería Civil. Trabajo De Grado [Manual for Manipulation and Processing of Images Obtained from NASA’s MODIS Remote Sensor, Applied to a Study of Civil Engineering]. Undergraduate Work. Pontificia Universidad Javeriana. 230. Bogota, DC: Pontificia Universidad Javeriana.
   Google Scholar
• Schlesinger, P., G. Raschio, C. Contreras, and Report to World Wildlife Fund/Peru. 2014. Reporte: Análisis De Agentes Y Causas De La Deforestaci?n Y Degradaci?n Forestal Para La Región De Madre De Dios [Analysis of Agents and Drivers of Deforestation and Forest Degradation for the Region of Madre de Dios (Peru)]. Lima: World Wildlife Fund.
   Google Scholar
• Spence, J. M., M. A. Taylor, and A. A. Chen. 2004. “The Effect of Concurrent Sea-surface Temperature Anomalies in the Tropical Pacific and Atlantic on Caribbean Rainfall.” International Journal of Climatology 24: 1531–1541. doi:10.1002/(ISSN)1097-0088.
   Web of Science ®Google Scholar
• Terra-i. 2012. Road Impact on Habitat Loss: IIRSA Corridor in Peru, 2004 to 2011. Lima: Consultancy Project conducted by the International Center for Tropical Agriculture (CIAT), the Nature Conservancy (TNC), and the Conservation Biology Institute (CBI) for the Environmental and Social Safeguards Unit of the Inter-American Development Bank (IDB).
   Google Scholar
• www.terra-i.org/es/dms/docs/reports/RIA\_Peru.pdf.
   Google Scholar
• Testa, S., E. C. Borgogno Mondino, and C. Pedroli. 2014. European Journal Remote Sensor 47: 285–305. doi:10.5721/EuJRS20144718.
   Web of Science ®Google Scholar
• Tiedemann, J. L. 2011. “Forest Phenology of Semiarid-Chaco and Chaco-Serrano Natural Sub-Regions in Santiago Del Estero, Argentina [Fenología Del Bosque De Las Subregiones Naturales: Chaco Semiárido Y Chaco Serrano, De Santiago Del Estero, Argentina]. Ecología Aplicada 10 (2): 51–54.
   Google Scholar
• von Storch, H., and F. W. Zwiers. 2002. Statistical Analysis in Climate Research, 496. Cambridge: Cambridge University Press.
   Google Scholar
• Vuohelainen, A. J., L. Coad, T. R. Marthews, Y. Malhi, and T. J. Killeen. 2012. “The Effectiveness of Contrasting Protected Areas in Preventing Deforestation in Madre de Dios.” Peru Environment Managed 50: 645–663. doi:10.1007/s00267-012-9901-y.
   PubMed Web of Science ®Google Scholar
• Walnut, D. F. 2004. An Introduction to Wavelet Analysis. Series: Applied and Numerical Harmonic Analysis. Basel: Birkhäuser.
   Google Scholar
• Wang, J., R. L. Bras, and E. A. B. Eltahir. 2000. “The Impact of Observed Deforestation on the Mesoscale Distribution of Rainfall and Clouds in Amazonia.” Journal Hydrometeor 1: 267–286. doi:10.1175/1525-7541(2000)001<0267:TIOODO>2.0.CO;2.
   Web of Science ®Google Scholar
• Wilks, D. S. 1995. Statistical Methods in the Atmospheric Sciences. 2nd ed, 464. International Geophysics Series, Vol. 59. New York: Academic Press.
   Google Scholar
• Wood, C. H., and R. Porro (Eds.). 2002. Deforestation and Land Use in the Amazon. Gainesville: University of Florida Press.
   Google Scholar
• Zhang, H., A. Henderson-Sellers, and K. McGuffie. 2001. “The Compounding Effects of Tropical Deforestation and Greenhouse Warming on Climate.” Climatic Change 49 (3): 309–338. Ed. Springer. doi:10.1023/A:1010662425950.
   Web of Science ®Google Scholar
• Zwiers, F. W., and H. Von Storch. 2004. “On the Role of Statistics in Climate Research on the Role of Statistics in Climate Research.” International Journal Climatology 24: 665–680. doi:10.1002/(ISSN)1097-0088.
   Web of Science ®Google Scholar