Assessment of Vegetation Trends in Drylands from Time Series of Earth Observation Data
作者： Rasmus Fensholt , Stephanie Horion , Torbern Tagesson , Andrea Ehammer , Kenneth Grogan
DOI: 10.1007/978-3-319-15967-6_8
关键词:
摘要: This chapter summarizes approaches to the detection of dryland vegetation change and methods for observing spatio-temporal trends from space. An overview suitable long-term Earth Observation (EO) based datasets assessment global is provided a status map contemporary greening browning drylands presented. The metrics per-pixel temporal trend analysis discussed, including seasonal parameterisation appropriate choice indicators. Recent designed overcome assumptions linearity in time series (Breaks For Additive Season Trend(BFAST)) are discussed. Finally, importance spatial scale when performing introduced method image downscaling (Spatial Temporal Adaptive Reflectance Fusion Model (STARFM))
springer.com
core.ac.uk
narcis.nl参考文章(85)
Norden E Huang, Samuel S P Shen, Hilbert-Huang transform and its applications World Scientific. ,(2005) , 10.1142/8804
Armando Barreto-Munoz, Multi-sensor vegetation index and land surface phenology earth science data records in support of global change studies: Data quality challenges and data explorer system Ph.D. Thesis. ,(2013)
Hyperspectral Remote Sensing of Vegetation CRC Press. ,(2011) , 10.1201/B11222
S.M. Herrmann, G.G. Tappan, Vegetation impoverishment despite greening: A case study from central Senegal Journal of Arid Environments. ,vol. 90, pp. 55- 66 ,(2013) , 10.1016/J.JARIDENV.2012.10.020
BRENT N. HOLBEN, Characteristics of maximum-value composite images from temporal AVHRR data International Journal of Remote Sensing. ,vol. 7, pp. 1417- 1434 ,(1986) , 10.1080/01431168608948945
Stefanie M. Herrmann, Assaf Anyamba, Compton J. Tucker, Recent trends in vegetation dynamics in the African Sahel and their relationship to climate Global Environmental Change-human and Policy Dimensions. ,vol. 15, pp. 394- 404 ,(2005) , 10.1016/J.GLOENVCHA.2005.08.004
D. O. Fuller, Trends in NDVI time series and their relation to rangeland and crop production in Senegal, 1987-1993 International Journal of Remote Sensing. ,vol. 19, pp. 2013- 2018 ,(1998) , 10.1080/014311698215135
Aisheng Wu, Xiaoxiong Xiong, Changyong Cao, Amit Angal, Monitoring MODIS calibration stability of visible and near-IR bands from observed top-of-atmosphere BRDF-normalized reflectances over Libyan Desert and Antarctic surfaces Earth Observing Systems XIII. ,vol. 7081, pp. 708113- ,(2008) , 10.1117/12.795296
S. D. PRINCE, A model of regional primary production for use with coarse resolution satellite data International Journal of Remote Sensing. ,vol. 12, pp. 1313- 1330 ,(1991) , 10.1080/01431169108929728
C.J. Tucker, C.L. Vanpraet, M.J. Sharman, G. Van Ittersum, Satellite remote sensing of total herbaceous biomass production in the Senegalese Sahel - 1980-1984 Remote Sensing of Environment. ,vol. 17, pp. 233- 249 ,(1985) , 10.1016/0034-4257(85)90097-5