Surface albedo as a proxy for land-cover clearing in seasonally dry forests: evidence from the Brazilian Caatinga

作者: John Cunha , Rodolfo LB Nóbrega , Iana Rufino , Stefan Erasmi , Carlos Galvão

DOI: 10.1016/J.RSE.2019.111250

关键词: Land coverClimate effectsNormalized Difference Vegetation IndexEnhanced vegetation indexRemote sensingTrend analysisClearingPhysical geographySatellite imageProxy (climate)Environmental science

摘要: Ongoing increase in human and climate pressures, addition to the lack of monitoring initiatives, makes Caatinga one most vulnerable forests world. The is located semi-arid region Brazil its vegetation phenology highly dependent on precipitation, which has a high spatial temporal variability. Under these circumstances, satellite image-based methods are valued due their ability uncover human-induced changes from effects land cover. In this study, time series stack 670 Landsat images over period 31 years (1985–2015) was used investigate patterns land-cover clearing (LCC) removal an area Caatinga. We compared LCC detection accuracy three spectral indices, i.e., surface albedo (SA), Enhanced Vegetation Index (EVI) Normalized Difference (NDVI). applied residual trend analysis (TSS-RESTREND) attenuate seasonal signal detect only significant structural (breakpoints) monthly series. Our results show that SA able identify general occurrence year it occurred with higher (89 62%, respectively) EVI (44 22%) NDVI (46 22%). overall outcome study shows benefits using index incorporates short-wave infrared range, such as SA, visible near-infrared indices for seasonally dry

参考文章(110)
Rômulo Romeu Nóbrega Alves, Severino Mendes de Azevedo-Júnior, Wallace Rodrigues Telino Júnior, William Severi, Ulysses Paulino de Albuquerque, Elcida de Lima Araújo, Ana Carla Asfora El-Deir, André Luiz Alves de Lima, Antonio Souto, Bruna Martins Bezerra, Elba Maria Nogueira Ferraz, Eliza Maria Xavier Freire, Everardo Valadares de Sá Barreto Sampaio, Flor Maria Guedes Las-Casas, Geraldo Jorge Barbosa de Moura, Glauco Alves Pereira, Joabe Gomes de Melo, Marcelo Alves Ramos, Maria Jesus Nogueira Rodal, Nicola Schiel, Rachel Maria de Lyra-Neves, Caatinga revisited: ecology and conservation of an important seasonal dry forest. The Scientific World Journal. ,vol. 2012, pp. 205182- 205182 ,(2012) , 10.1100/2012/205182
Jan Verbesselt, Rob Hyndman, Glenn Newnham, Darius Culvenor, Detecting trend and seasonal changes in satellite image time series Remote Sensing of Environment. ,vol. 114, pp. 106- 115 ,(2010) , 10.1016/J.RSE.2009.08.014
Michael A Wulder, Joanne C White, Thomas R Loveland, Curtis E Woodcock, Alan S Belward, Warren B Cohen, Eugene A Fosnight, Jerad Shaw, Jeffrey G Masek, David P Roy, None, The global Landsat archive: Status, consolidation, and direction Remote Sensing of Environment. ,vol. 185, pp. 271- 283 ,(2016) , 10.1016/J.RSE.2015.11.032
Antonio L. Padilha, Ícaro Vitorello, Marcelo B. Pádua, Reinhardt A. Fuck, Deep magnetotelluric signatures of the early Neoproterozoic Cariris Velhos tectonic event within the Transversal sub-province of the Borborema Province, NE Brazil Precambrian Research. ,vol. 275, pp. 70- 83 ,(2016) , 10.1016/J.PRECAMRES.2015.12.012
Chris Funk, Pete Peterson, Martin Landsfeld, Diego Pedreros, James Verdin, Shraddhanand Shukla, Gregory Husak, James Rowland, Laura Harrison, Andrew Hoell, Joel Michaelsen, The climate hazards infrared precipitation with stations--a new environmental record for monitoring extremes. Scientific Data. ,vol. 2, pp. 150066- 150066 ,(2015) , 10.1038/SDATA.2015.66
Clayton Alcarde Alvares, José Luiz Stape, Paulo Cesar Sentelhas, José Leonardo de Moraes Gonçalves, Gerd Sparovek, Köppen's climate classification map for Brazil Meteorologische Zeitschrift. ,vol. 22, pp. 711- 728 ,(2013) , 10.1127/0941-2948/2013/0507
Marc T. Mayes, John F. Mustard, Jerry M. Melillo, Forest cover change in Miombo Woodlands: modeling land cover of African dry tropical forests with linear spectral mixture analysis Remote Sensing of Environment. ,vol. 165, pp. 203- 215 ,(2015) , 10.1016/J.RSE.2015.05.006
Dimitrios Katsanos, Adrianos Retalis, Silas Michaelides, Validation of a high-resolution precipitation database (CHIRPS) over Cyprus for a 30-year period Atmospheric Research. ,vol. 169, pp. 459- 464 ,(2016) , 10.1016/J.ATMOSRES.2015.05.015
X.B. Li, R.H. Li, G.Q. Li, H. Wang, Z.F. Li, X. Li, X.Y. Hou, Human-induced vegetation degradation and response of soil nitrogen storage in typical steppes in Inner Mongolia, China Journal of Arid Environments. ,vol. 124, pp. 80- 90 ,(2016) , 10.1016/J.JARIDENV.2015.07.013