Quantitative contribution of climate change and human activities to vegetation cover variations based on GA-SVM model
Tóm tắt
Từ khóa
Tài liệu tham khảo
Bannari, 1995, A review of vegetation indices, Remote. Sens. Environ. Rev., 13, 95, 10.1080/02757259509532298
Chang, 2015, Impact of climate change and human activities on runoff in the Weihe River Basin, China. Quatern. Int., 380, 169, 10.1016/j.quaint.2014.03.048
Chang, 2010, Constrained genetic algorithms for optimizing multi-use reservoir operation, J. Hydrol., 390, 66, 10.1016/j.jhydrol.2010.06.031
Chen, 2007, Soil and water conservation on the Loess Plateau in China: review and perspective, Prog. Phys. Geogr., 31, 389, 10.1177/0309133307081290
Chen, 2007, A diversified multiobjective GA for optimizing reservoir rule curves, Adv. Water Resour., 30, 1082, 10.1016/j.advwatres.2006.10.001
Chen, 2005, Spatial and temporal variation of phonological growing season and climate change impacts in temperate eastern China, Glob. Change Biol., 11, 1118, 10.1111/j.1365-2486.2005.00974.x
Dai, 2020, Assessing agricultural drought risk and its dynamic evolution characteristics, Agr. Water. Manage., 231, 10.1016/j.agwat.2020.106003
Du, 2019, Interacting effects of temperature and precipitation on climatic sensitivity of spring vegetation green-up in arid mountains of China, Agr. Forest. Meteorol., 10.1016/j.agrformet.2019.02.008
Fang, 2019, Probabilistic assessment of remote sensing-based terrestrial vegetation vulnerability to drought stress of the Loess Plateau in China, Remote Sens. Environ., 232, 10.1016/j.rse.2019.111290
Fang, 2019, Bivariate probabilistic quantification of drought impacts on terrestrial vegetation dynamics in mainland China, J. Hydrol., 577, 10.1016/j.jhydrol.2019.123980
Garcia-Ruiz, 2010, The effects of land uses on soil erosion in Spain: a review, Catena, 81, 1, 10.1016/j.catena.2010.01.001
Grinsted, 2004, Application of the cross wavelet transform and wavelet coherence to geophysical time series, Nonlinear. Proc. Geoph., 11, 561, 10.5194/npg-11-561-2004
Guo, 2019, Assessing socioeconomic drought based on an improved multivariate standardized reliability and resilience index, J. Hydrol., 568, 904, 10.1016/j.jhydrol.2018.11.055
Guo, 2019, Copulas-based bivariate socioeconomic drought dynamic risk assessment in a changing environment, J. Hydrol., 575, 1052, 10.1016/j.jhydrol.2019.06.010
Guo, 2020, Propagation thresholds of meteorological drought for triggering hydrological drought at various levels, Sci. Total Environ., 712, 10.1016/j.scitotenv.2020.136502
Han, 2019, Assessing GRACE-based terrestrial water storage anomalies dynamics at multi-timescales and their correlations with teleconnection factors in Yunnan Province, China. J. Hydrol., 574, 836, 10.1016/j.jhydrol.2019.04.093
Hao, 2012, Vegetation NDVI linked to temperature and precipitation in the upper catchments of Yellow River, Environ. Model. Assess., 17, 389, 10.1007/s10666-011-9297-8
Huang, 2014, Monthly streamflow prediction using modified EMD-based support vector machine, J. Hydrol., 511, 764, 10.1016/j.jhydrol.2014.01.062
Huang, 2014, Spatio-temporal changes and frequency analysis of drought in the Wei River Basin, China, Water. Resour. Manage., 28, 3095, 10.1007/s11269-014-0657-4
Huang, 2014, Copulas-based drought evolution characteristics and risk evaluation in a typical arid and semi-arid region, Water. Resour. Manage., 29, 1489, 10.1007/s11269-014-0889-3
Huang, 2016, Quantifying the relative contribution of climate and human impacts on runoff change based on the Budyko hypothesis and SVM model, Water. Resour. Manage., 30, 2377, 10.1007/s11269-016-1286-x
Huang, 2016, Linkages between hydrological drought, climate indices and human activities: a case study in the Columbia River basin, Int. J. Climatol., 36, 280, 10.1002/joc.4344
Huang, 2017, The propagation from meteorological to hydrological drought and its potential influence factors, J. Hydrol., 547, 184, 10.1016/j.jhydrol.2017.01.041
Hudgins, 1996, Bivariate wavelet analysis of Asia monsoon and ENSO, Adv. Atmos. Sci., 13, 299, 10.1007/BF02656848
Jeong, 2011, Phenology shifts at start vs. end of growing season in temperate vegetation over the Northern Hemisphere for the period 1982–2008, Glob. Change Biol., 17, 2385, 10.1111/j.1365-2486.2011.02397.x
Lin, 2013, Typhoon flood forecasting using integrated two-stage Support Vector Machine approach, J. Hydrol., 486, 334, 10.1016/j.jhydrol.2013.02.012
Li, 2011, The potential influence of seasonal climate variables on the net primary production of forests in Eastern China, Environ. Manage., 48, 1173, 10.1007/s00267-011-9710-8
Lü, 2012, A policy-driven large scale ecological restoration: quantifying ecosystem services changes in the Loess Plateau of China, PLoS ONE, 7, 10.1371/journal.pone.0031782
Maeda, 2010, Potential impacts of agricultural expansion and climate change on soil erosion in the Eastern Arc Mountains of Kenya, Geomorphology, 123, 279, 10.1016/j.geomorph.2010.07.019
Mohammad, 2010, The impact of vegetative cover type on runoff and soil erosion under different land uses, Catena, 81, 97, 10.1016/j.catena.2010.01.008
Nunes, 2011, Impacts of land use and cover type on runoff and soil erosion in a marginal area of Portugal, Appl. Geogr., 31, 687, 10.1016/j.apgeog.2010.12.006
Pettorelli, 2005, Using the satellite-derived NDVI to assess ecological responses to environmental change, Trends Ecol. Evol., 20, 503, 10.1016/j.tree.2005.05.011
Piao, 2005, NDVI-indicated decline in desertification in China in the past two decades, Geophys. Res. Lett., 32, L06402, 10.1029/2004GL021764
Randerson, 1999, Increases in early season ecosystem uptake recent explain recent changes in the seasonal cycle of atmospheric CO2 at high northern latitudes, Geophys. Res. Lett., 26, 2765, 10.1029/1999GL900500
Ren, 2019, A nature-based reservoir optimization model for resolving the conflict in human water demand and riverine ecosystem protection, J. Clean. Prod., 231, 406, 10.1016/j.jclepro.2019.05.221
Ren, 2020, Assessing the reliability, resilience, and vulnerability of water supply system under multiple uncertain sources, J Clean. Prod., 252, 10.1016/j.jclepro.2019.119806
Smith, 2013, Climate, river network, and vegetation cover relationships across a climate gradient and their potential for predicting effects of decadal-scale climate change, J. Hydrol., 488, 101, 10.1016/j.jhydrol.2013.02.050
Sun, 2015, Spatiotemporal vegetation cover variations associated with climate change and ecological restoration in the Loess Plateau, Agr. Forest. Meteor., 209–210, 87, 10.1016/j.agrformet.2015.05.002
Torrence, 1998, A practical guide to wavelet analysis, Bull. Am. Meteorol. Soc., 79, 61, 10.1175/1520-0477(1998)079<0061:APGTWA>2.0.CO;2
Wang, 2012, Effects of changes in alpine grassland vegetation cover on hillslope hydrological processes in a permafrost watershed, J. Hydrol.
Wang, 2008, Assessing vegetation dynamics impacted by climate change in the southwestern karst region of China with AVHRR NDVI and AVHRR NPP time-series, Environ. Geol., 54, 1185, 10.1007/s00254-007-0901-9
Wang, 2014, Temporal–spatial variations in NDVI and drivers in hilly terrain of southern China, Res. Sci., 36, 1712
Wang, 2015, Impacts of climate change and human activities on vegetation cover in hilly southern China, Ecol. Eng., 81, 451, 10.1016/j.ecoleng.2015.04.022
Xie, 2015, Deciduous forest responses to temperature, precipitation, and drought imply complex climate change impacts, P. Natl. Acad. Sci. USA, 112, 13585, 10.1073/pnas.1509991112
Xu, 2013, Temperature and vegetation seasonality diminishment over northern lands, Nat. Clim. Change, 3, 581, 10.1038/nclimate1836
Xu, 2008, Spatiotemporal vegetation cover variations in the Qinghai-Tibet Plateau under global climate change, Chin. Sci. Bull., 53, 915, 10.1007/s11434-008-0115-x
Yang, 2002, The vegetation cover over last 20 years in Yellow River Basin, Acta Geogr. Sin. Chin. Ed., 57, 679
Yang, 2005, Desertification assessment in China: an overview, J. Arid Environ., 63, 517, 10.1016/j.jaridenv.2005.03.032
Yu, 2012, A multi-layer soil moisture data assimilation using support vector machines and ensemble particle filter, J. Hydrol., 475, 53, 10.1016/j.jhydrol.2012.08.034
Zhang, 2013, Changes in vegetation condition in areas with different gradients (1980–2010) on the Loess Plateau, China. Environ. Earth Sci., 68, 2427, 10.1007/s12665-012-1927-1
Zhang, 2008, The characteristics of precipitation variation of Weihe River Basin in Shaanxi Province during recent 50 years, Agric. Res. Arid Areas, 26, 236
Zhao, 2019, Assessing the effects of drought and “Grain for Green” Program on vegetation dynamics in China’s Loess Plateau from 2000 to 2014, Catena, 175, 446, 10.1016/j.catena.2019.01.013
Zhao, 2019, Copula-based abrupt variations detection in the relationship of seasonal vegetation-climate in the Jing River Basin, China, Remote. Sens. Environ., 11, 1628, 10.3390/rs11131628
Zhao, 2020, Watershed water-energy balance dynamics and their association with diverse influencing factors at multiple time scales, Sci. Total Environ., 711, 10.1016/j.scitotenv.2019.135189
Zhao, 2020, Time-lagged response of vegetation dynamics to climatic and teleconnection factors, Catena, 189, 10.1016/j.catena.2020.104474
Zheng, 2012, Flow–sediment relationship as functions of spatial and temporal scales in hilly areas of the Chinese Loess Plateau, Catena, 98, 29, 10.1016/j.catena.2012.05.013
Zhu, 2012, Analysis on characteristics of runoff and sediment of Zhangjiashan hydrological station and case study for Jing he River, Trans. CSAE, 28, 48
Zhu, 2012, Research on effects of land use/cover change on soil erosion, 1038