Citation: | YANG Jie, XIE Baopeng, ZHANG Degang. Spatio-temporal evolution of carbon stocks in the Yellow River Basin based on InVEST and CA-Markov models[J]. Chinese Journal of Eco-Agriculture, 2021, 29(6): 1018-1029. doi: 10.13930/j.cnki.cjea.200746 |
[1] |
HOUGHTON R A. Revised estimates of the annual net flux of carbon to the atmosphere from changes in land use and land management 1850-2000[J]. Tellus, 2003, 55(2):378-390 doi: 10.3402/tellusb.v55i2.16764
|
[2] |
SOLOMON S. Climate change the physical science basis[J]. American Geophysical Union, 2007, 9(1):123-124 http://www.mendeley.com/research/ipcc-2007-summary-policymakers/
|
[3] |
NEWBOLD T, HUDSON L N, HILL S L L, et al. Global effects of land use on local terrestrial biodiversity[J]. Nature, 2015, 520(7545):45-50 doi: 10.1038/nature14324
|
[4] |
孔君洽, 杜泽玉, 杨荣, 等.黑河中游土地利用/覆被变化及其对碳储量影响的预测[J].中国沙漠, 2019, 39(3):87-97 https://www.cnki.com.cn/Article/CJFDTOTAL-ZGSS201903011.htm
KONG J Q, DU Z Y, YANG R, et al. Prediction of land use change and its influence on carbon stocks in the middle reaches of Heihe River[J]. Journal of Desert Research, 2019, 39(3):87-97 https://www.cnki.com.cn/Article/CJFDTOTAL-ZGSS201903011.htm
|
[5] |
刘晓娟, 黎夏, 梁迅, 等.基于FLUS-InVEST模型的中国未来土地利用变化及其对碳储量影响的模拟[J].热带地理, 2019, 39(3):397-409 https://www.cnki.com.cn/Article/CJFDTOTAL-RDDD201903009.htm
LIU X J, LI X, LIANG X, et al. Simulating the change of terrestrial carbon storage in China based on the FLUS-InVEST model[J]. Tropical Geography, 2019, 39(3):397-409 https://www.cnki.com.cn/Article/CJFDTOTAL-RDDD201903009.htm
|
[6] |
朱文博, 张静静, 崔耀平, 等.基于土地利用变化情景的生态系统碳储量评估——以太行山淇河流域为例[J].地理学报, 2019, 74(3):446-459 https://www.cnki.com.cn/Article/CJFDTOTAL-DLXB201903005.htm
ZHU W B, ZHANG J J, CUI Y P, et al. Assessment of territorial ecosystem carbon storage based on land use change scenario:A case study in Qihe River Basin[J]. Acta Geographica Sinica, 2019, 74(3):446-459 https://www.cnki.com.cn/Article/CJFDTOTAL-DLXB201903005.htm
|
[7] |
ABURAS M M, HO Y M, RAMLI M F, et al. Improving the capability of an integrated CA-Markov model to simulate spatio-temporal urban growth trends using an analytical hierarchy process and frequency ratio[J]. International Journal of Applied Earth Observation and Geoinformation, 2017, 59:65-78 doi: 10.1016/j.jag.2017.03.006
|
[8] |
ETEMADI H, SMOAK J M, KARAMI J. Land use change assessment in coastal mangrove forests of Iran utilizing satellite imagery and CA-Markov algorithms to monitor and predict future change[J]. Environmental Earth Sciences, 2018, 77(5):208 doi: 10.1007/s12665-018-7392-8
|
[9] |
FIROZJAEI M K, SEDIGHI A, ARGANY M, et al. A geographical direction-based approach for capturing the local variation of urban expansion in the application of CA-Markov model[J]. Cities, 2019, 93:120-135 doi: 10.1016/j.cities.2019.05.001
|
[10] |
RIMAL B, KESHTKAR H, SHARMA R, et al. Simulating urban expansion in a rapidly changing landscape in eastern Tarai, Nepal[J]. Environmental Monitoring and Assessment, 2019, 191(4):255 doi: 10.1007/s10661-019-7389-0
|
[11] |
NELSON E, MENDOZA G, REGETZ J, et al. Modeling multiple ecosystem services, biodiversity conservation, commodity production, and tradeoffs at landscape scales[J]. Frontiers in Ecology and the Environment, 2009, 7(1):4-11 doi: 10.1890/080023
|
[12] |
王光谦, 王思远, 陈志祥.黄河流域的土地利用和土地覆盖变化[J].清华大学学报:自然科学版, 2004, 44(9):1218-1222 doi: 10.3321/j.issn:1000-0054.2004.09.018
WANG G Q, WANG S Y, CHEN Z X. Land-use/land-cover changes in the Yellow River basin[J]. Journal of Tsinghua University:Science & Technology, 2004, 44(9):1218-1222 doi: 10.3321/j.issn:1000-0054.2004.09.018
|
[13] |
WANG S Y, LIU J S, MA T B. Dynamics and changes in spatial patterns of land use in Yellow River Basin, China[J]. Land Use Policy, 2010, 27(2):313-323 doi: 10.1016/j.landusepol.2009.04.002
|
[14] |
张冉, 王义民, 畅建霞, 等.基于水资源分区的黄河流域土地利用变化对人类活动的响应[J].自然资源学报, 2019, 34(2):274-287 https://www.cnki.com.cn/Article/CJFDTOTAL-ZRZX201902005.htm
ZHANG R, WANG Y M, CHANG J X, et al. Response of land use change to human activities in the Yellow River Basin based on water resources division[J]. Journal of Natural Resources, 2019, 34(2):274-287 https://www.cnki.com.cn/Article/CJFDTOTAL-ZRZX201902005.htm
|
[15] |
解宪丽, 孙波, 周慧珍, 等.中国土壤有机碳密度和储量的估算与空间分布分析[J].土壤学报, 2004, 41(1):35-43 doi: 10.3321/j.issn:0564-3929.2004.01.006
XIE X L, SUN B, ZHOU H Z, et al. Organic carbon density and storage in soils of China and spatial analysis[J]. Acta Pedologica Sinica, 2004, 41(1):35-43 doi: 10.3321/j.issn:0564-3929.2004.01.006
|
[16] |
李克让, 王绍强, 曹明奎.中国植被和土壤碳贮量[J].中国科学:D辑, 2003, 33(1):72-80 https://www.cnki.com.cn/Article/CJFDTOTAL-JDXK200301007.htm
LI K R, WANG S Q, CAO M K. Carbon storage of vegetation and soil in China[J]. Science China, 2003, 33(1):72-80 https://www.cnki.com.cn/Article/CJFDTOTAL-JDXK200301007.htm
|
[17] |
陈利军, 刘高焕, 励惠国, 等.中国植被净第一性生产力遥感动态监测[J].遥感学报, 2002, 6(2):129-135 https://www.cnki.com.cn/Article/CJFDTOTAL-YGXB200202009.htm
CHEN L J, LIU G H, LI H G, et al. Estimating net primary productivity of terrestrial vegetation in china using remote sensing[J]. Journal of Remote Sensing, 2002, 6(2):129-135 https://www.cnki.com.cn/Article/CJFDTOTAL-YGXB200202009.htm
|
[18] |
张杰, 李敏, 敖子强, 等.中国西部干旱区土壤有机碳储量估算[J].干旱区资源与环境, 2018, 32(9):132-137 https://www.cnki.com.cn/Article/CJFDTOTAL-GHZH201809021.htm
ZHANG J, LI M, AO Z Q, et al. Estimation of soil organic carbon storage of terrestrial ecosystem in arid western China[J]. Journal of Arid Land Resources and Environment, 2018, 32(9):132-137 https://www.cnki.com.cn/Article/CJFDTOTAL-GHZH201809021.htm
|
[19] |
CHUAI X W, HUANG X J, LAI L, et al. Land use structure optimization based on carbon storage in several regional terrestrial ecosystems across China[J]. Environmental Science & Policy, 2013, 25:50-61 http://www.sciencedirect.com/science/article/pii/S146290111200072X
|
[20] |
FU Q, XU L L, ZHENG H Y, et al. Spatiotemporal dynamics of carbon storage in response to urbanization:A case study in the Su-Xi-Chang Region, China[J]. Processes, 2019, 7(11):836 doi: 10.3390/pr7110836
|
[21] |
RAICH J W, NADELHOFFER K J. Belowground carbon allocation in forest ecosystems:Global trends[J]. Ecology, 1989, 70(5):1346-1354 doi: 10.2307/1938194
|
[22] |
ALAM S A, STARR M, CLARK B J F. Tree biomass and soil organic carbon densities across the Sudanese woodland savannah:A regional carbon sequestration study[J]. Journal of Arid Environments, 2013, 89:67-76 doi: 10.1016/j.jaridenv.2012.10.002
|
[23] |
GIARDINA C P, RYAN M G. Evidence that decomposition rates of organic carbon in mineral soil do not vary with temperature[J]. Nature, 2000, 404(6780):858-861 doi: 10.1038/35009076
|
[24] |
陈光水, 杨玉盛, 刘乐中, 等.森林地下碳分配(TBCA)研究进展[J].亚热带资源与环境学报, 2007, 2(1):34-42 doi: 10.3969/j.issn.1673-7105.2007.01.005
CHEN G S, YANG Y S, LIU L Z, et al. Research review on total belowground carbon allocation in forest ecosystems[J]. Journal of Subtropical Resources and Environment, 2007, 2(1):34-42 doi: 10.3969/j.issn.1673-7105.2007.01.005
|
[25] |
黄卉.基于InVEST模型的土地利用变化与碳储量研究[D].北京: 中国地质大学, 2015
HUANG H. Research on land use/land cover change and carbon storage based on InVEST model[D]. Beijing: China University of Geosciences, 2015
|
[26] |
SANG L L, ZHANG C, YANG J Y, et al. Simulation of land use spatial pattern of towns and villages based on CA-Markov model[J]. Mathematical and Computer Modelling, 2011, 54(3/4):938-943 http://dl.acm.org/citation.cfm?id=2281284
|
[27] |
SANG N, MILLER D, ODE Å. Landscape metrics and visual topology in the analysis of landscape preference[J]. Environment and Planning B:Urban Analytics and City Science, 2008, 35(3):504-520 http://www.nrcresearchpress.com/servlet/linkout?suffix=refg38/ref38&dbid=16&doi=10.1139%2Fcjfr-2012-0210&key=10.1068%2Fb33049
|
[28] |
ZHAO M M, HE Z B, DU J, et al. Assessing the effects of ecological engineering on carbon storage by linking the CA-Markov and InVEST models[J]. Ecological Indicators, 2019, 98:29-38 doi: 10.1016/j.ecolind.2018.10.052
|
[29] |
NASEHI S, NAMIN A I, SALEHI E. Simulation of land cover changes in urban area using CA-Markov model (case study:Zone 2 in Tehran, Iran)[J]. Modeling Earth Systems and Environment, 2019, 5(1):193-202 doi: 10.1007/s40808-018-0527-9
|
[30] |
WICKRAMASURIYA R C, BREGT A K, VAN DELDEN H, et al. The dynamics of shifting cultivation captured in an extended Constrained Cellular Automata land use model[J]. Ecological Modelling, 2009, 220(18):2302-2309 doi: 10.1016/j.ecolmodel.2009.05.021
|
[31] |
WANG Q H, KALANTAR-ZADEH K, KIS A, et al. Electronics and optoelectronics of two-dimensional transition metal dichalcogenides[J]. Nature Nanotechnology, 2012, 7(11):699-712 doi: 10.1038/nnano.2012.193
|
[32] |
SUN C M, HALL J A, BLANK R B, et al. Small intestine lamina propria dendritic cells promote de novo generation of Foxp3 T reg cells via retinoic acid[J]. Journal of Experimental Medicine, 2007, 204(8):1775-1785 doi: 10.1084/jem.20070602
|
[33] |
黄康, 戴文远, 黄万里, 等.基于CA-Markov和InVEST模型的土地利用变化对生境影响评价——以福建省福州新区为例[J].水土保持通报, 2019, 39(6):155-162 https://www.cnki.com.cn/Article/CJFDTOTAL-STTB201906025.htm
HUANG K, DAI W Y, HUANG W L, et al. Impacts of land use change evaluation on habitat quality based on CA-Markov and InVEST models—Taking Fuzhou New District of Fujian Province as an example[J]. Bulletin of Soil and Water Conservation, 2019, 39(6):155-162 https://www.cnki.com.cn/Article/CJFDTOTAL-STTB201906025.htm
|
[34] |
彭玺, 张亚威.湘乡市林地森林碳储量及碳密度研究[J].中南林业调查规划, 2019, 38(1):62-67 https://www.cnki.com.cn/Article/CJFDTOTAL-ZLDF201901014.htm
PENG X, ZHANG Y W. Study on carbon storage and carbon density of forest land in Xiangxiang[J]. Central South Forest Inventory and Planning, 2019, 38(1):62-67 https://www.cnki.com.cn/Article/CJFDTOTAL-ZLDF201901014.htm
|
[35] |
CAO V, MARGNI M, FAVIS B D, et al. Aggregated indicator to assess land use impacts in life cycle assessment (LCA) based on the economic value of ecosystem services[J]. Journal of Cleaner Production, 2015, 94:56-66 doi: 10.1016/j.jclepro.2015.01.041
|
[36] |
VO T Q, KUENZER C, OPPELT N. How remote sensing supports mangrove ecosystem service valuation:a case study in Ca Mau Province, Vietnam[J]. Ecosystem Services, 2015, 14:67-75 doi: 10.1016/j.ecoser.2015.04.007
|
[37] |
TARDIEU L, ROUSSEL S, THOMPSON J D, et al. Combining direct and indirect impacts to assess ecosystem service loss due to infrastructure construction[J]. Journal of Environmental Management, 2015, 152:145-157 http://www.sciencedirect.com/science/article/pii/S0301479715000432
|
[38] |
KROGH L, NOERGAARD A, HERMANSEN M, et al. Preliminary estimates of contemporary soil organic carbon stocks in Denmark using multiple datasets and four scaling-up methods[J]. Agriculture, Ecosystems & Environment, 2003, 96(1/3):19-28 http://www.sciencedirect.com/science/article/pii/S0167880903000161
|
[39] |
PAGIOLA S. Payments for environmental services in Costa Rica[J]. Ecological Economics, 2008, 65(4):712-724 doi: 10.1016/j.ecolecon.2007.07.033
|
[40] |
何丹, 周璟, 高伟, 等.基于CA-Markov模型的滇池流域土地利用变化动态模拟研究[J].北京大学学报:自然科学版, 2014, 50(6):1095-1105 https://www.cnki.com.cn/Article/CJFDTOTAL-BJDZ201406014.htm
HE D, ZHOU J, GAO W, et al. An integrated CA-Markov model for dynamic simulation of land use change in Lake Dianchi Watershed[J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2014, 50(6):1095-1105 https://www.cnki.com.cn/Article/CJFDTOTAL-BJDZ201406014.htm
|