Gaining carbon neutrality by 2060 and achieving carbon peaking by 2030 will involve formidable
challenges for China in the future. In order for the government to effectively implement carbon emission
reduction policies, it will be critical to comprehend the spatial patterns of carbon stocks in terrestrial
ecosystems (LULCs) in the context of the region’s future development. In this study, we proposed LULC
models for the Lhasa River Basin in Tibet from 2020 to 2040 under three distinct development scenarios.
With the exception of the 2040 BAU scenario, the study’s findings indicate that carbon stocks in the future
in the Lhasa River Basin will increase significantly in comparison to 2020. Furthermore, the overall carbon
stocks in the basin will decrease significantly in the aforementioned development scenarios of 2040 and
2030. We ought to closely monitor the alterations in carbon stock and landscape composition that arise in
the Lhasa River Basin as a result of the expansion of croplands. In the Lhasa River Basin, the degrees of
variation in the spatial patterns of carbon stock are the least pronounced under all three scenarios, with the
ELP scenario being particularly noteworthy.
CONFLICT OF INTEREST
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
REFERENCES(62)
1.
WANG Y., WANG X., WANG K., CHEVALLIER F., ZHU D., LIAN J., HE Y., TIAN H., LI J., ZHU J. The size of the land carbon sink in China. Nature, 603 (7901), E7, 2022. https://doi.org/10.1038/s41586... PMid:35296850.
ZHU W.-B., ZHANG J.-J., CUI Y., ZHENG H., ZHU L. Assessment of territorial ecosystem carbon storage based on land use change scenario: A case study in Qihe River Basin. Acta Geographica Sinica, 74 (03), 446, 2019.
LIU J., SLEETER B.M., ZHU Z., LOVELAND T.R., SOHL T., HOWARD S.M., KEY C.H., HAWBAKER T., LIU S., REED B. Critical land change information enhances the understanding of carbon balance in the United States. Global Change Biology, 26 (7), 3920, 2020. https://doi.org/10.1111/gcb.15... PMid:32162439.
LIU C., LIANG Y., ZHAO Y., LIU S., HUANG C. Simulation and analysis of the effects of land use and climate change on carbon dynamics in the Wuhan city circle area. International Journal of Environmental Research and Public Health, 18 (21), 11617, 2021. https://doi.org/10.3390/ijerph... PMid:34770130 PMCid:PMC8582944.
MENDOZA-PONCE A., CORONA-NUNEZ R., KRAXNER F., LEDUC S., PATRIZIO P. Identifying effects of land use cover changes and climate change on terrestrial ecosystems and carbon stocks in Mexico. Global Environmental Change-Human and Policy Dimensions, 53, 12, 2018. https://doi.org/10.1016/j.gloe....
HOUGHTON R. The annual net flux of carbon to the atmosphere from changes in land use 1850-1990. Tellus Series B-Chemical and Physical Meteorology, 51 (2), 298, 1999. https://doi.org/10.3402/tellus....
LIU X., LI X., LIANG X., SHI H., OU J. Simulating the change of terrestrial carbon storage in China based on the FLUS-InVEST model. Tropical Geography, 39, 397, 2019.
JIA H., WANG X., XIAO J., JANG S., LI J., ZHAO Y., YE W. Simulated soil organic carbon stocks in northern China's cropland under different climate change scenarios. Soil and Tillage Research, 213, 105088, 2021. https://doi.org/10.1016/j.stil....
NAYAK A.K., RAHMAN M.M., NAIDU R., DHAL B., SWAIN C.K., NAYAK A.D., TRIPATHI R., SHAHID M., ISLAM M.R., PATHAK H. Current and emerging methodologies for estimating carbon sequestration in agricultural soils: A review. Science of The Total Environment, 665, 890, 2019. https://doi.org/10.1016/j.scit... PMid:30790762.
SHI M., WU H., JIA H., ZHU L., DONG T., HE P., YANG Q. Temporal and spatial evolution and prediction of carbon stocks in Yili Valley based on MCE-CA-Markov and InVEST models. Journal of Agricultural Resources and Environment, 38, 1010, 2021.
DENG Y., YAO S., HOU M., ZHANG T., LU Y., GONG Z., WANG Y. Assessing the effects of the Green for Grain Program on ecosystem carbon storage service by linking the InVEST and FLUS models: A case study of Zichang county in hilly and gully region of Loess Plateau. Journal of Natural Resources, 35 (4), 826, 2020. https://doi.org/10.31497/zrzyx....
DENG X., CHEN Y. Land use change and its driving mechanism in Dongjiang River basin from 1990 to 2018. Bulletin of Soil and Water Conservation, 40, 236, 2020.
LU X., SHI Y., CHEN C., YU M. Monitoring cropland transition and its impact on ecosystem services value in developed regions of China: A case study of Jiangsu Province. Land Use Policy, 69, 25, 2017. https://doi.org/10.1016/j.land....
CASTRO P., PEDROSO R., LAUTENBACH S., VICENS R. Farmland abandonment in Rio de Janeiro: Underlying and contributory causes of an announced development. Land Use Policy, 95, 104633, 2020. https://doi.org/10.1016/j.land....
ZHU J., YOU X., XIA Q., ZHANG H. Battlefield Geographic Environment Data Organizational Process Modeling Based on OOPN. Geomatics and Information Science of Wuhan University, 45 (7), 1027, 2020.
ZHANG X., LI A., NAN X., LEI G., WANG C. Multi-scenario simulation of land use change along China-Pakistan Economic Corridor through coupling FLUS model with SD model. Journal of Geo-information Science, 22 (12), 2393, 2020.
LIANG X., GUAN Q., CLARKE K.C., CHEN G., GUO S., YAO Y. Mixed-cell cellular automata: A new approach for simulating the spatio-temporal dynamics of mixed land use structures. Landscape and Urban Planning, 205, 103960, 2021. https://doi.org/10.1016/j.land....
GU C., YE X., CAO Q., GUAN W., PENG C., WU Y., ZHAI W. System dynamics modelling of urbanization under energy constraints in China. Scientific Reports, 10 (1), 9956, 2020. https://doi.org/10.1038/s41598... PMid:32561760 PMCid:PMC7305140.
VERBURG P.H., SOEPBOER W., VELDKAMP A., LIMPIADA R., ESPALDON V., MASTURA S.S. Modeling the spatial dynamics of regional land use: the CLUE-S model. Environmental Management, 30 (3), 391, 2002. https://doi.org/10.1007/s00267... PMid:12148073 PMCid:PMC9363956.
LI H., WU Y., LIU S., XIAO J., ZHAO W., CHEN J., ALEXANDROV G., CAO Y. Decipher soil organic carbon dynamics and driving forces across China using machine learning. Global Change Biology, 28 (10), 3394, 2022. https://doi.org/10.1111/gcb.16... PMid:35253325.
ZHAO M., HE Z., DU J., CHEN L., LIN P., FANG S. Assessing the effects of ecological engineering on carbon storage by linking the CA-Markov and InVEST models. Ecological Indicators, 98, 29, 2019. https://doi.org/10.1016/j.ecol....
TANG X., ZHAO X., BAI Y., TANG Z., WANG W., ZHAO Y., WAN H., XIE Z., SHI X., WU B. Carbon pools in China's terrestrial ecosystems: New estimates based on an intensive field survey. Proceedings of the National Academy of Sciences of the United States of America, 115 (16), 4021, 2018. https://doi.org/10.1073/pnas.1... PMid:29666314 PMCid:PMC5910800.
FENSHOLT R., SANDHOLT I., RASMUSSEN M.S., STISEN S., DIOUF A. Evaluation of satellite based primary production modelling in the semi-arid Sahel. Remote Sensing of Environment, 105 (3), 173, 2006. https://doi.org/10.1016/j.rse.....
ZHAO M., RUNNING S.W., NEMANI R.R. Sensitivity of Moderate Resolution Imaging Spectroradiometer (MODIS) terrestrial primary production to the accuracy of meteorological reanalyses. Journal of Geophysical Research-Biogeosciences, 111 (G1), 2006. https://doi.org/10.1029/2004JG....
SHARP R., TALLIS H., RICKETTS T., GUERRY A., WOOD S.A., CHAPLIN-KRAMER R., NELSON E., ENNAANAY D., WOLNY S., OLWERO N. InVEST user's guide. The Natural Capital Project: Stanford University, California, The United States of America, 306, 2014.
HUANG L., CAO W., XU X., FAN J., WANG J. The ecological effects of ecological security barrier protection and construction project in Tibet Plateau. Journal of Natural Resources, 33 (03), 398, 2018.
AMINEM E., CHANG S., ZHANG Y., QIU Y., HE P. Altitudinal distribution rule of Picea schrenkiana forest's soil organic carbon and its influencing factors. Acta Ecologica Sinica, 34 (7), 1626, 2014. https://doi.org/10.5846/stxb20....
CAI X., PENG Y., WEI S., YU B. Variation of organic carbon and humus carbon in alpine steppe soil and functions of microorganisms therein. Acta Pedologica Sinica, 51 (4), 834, 2014.
CAI X., YU B., PENG Y., LIU H. The changes of soil organic carbon and carbon management index in alpine steppe. Acta Ecologica Sinica, 33 (24), 7748, 2013. https://doi.org/10.5846/stxb20....
CAO G., LONG R., ZHANG F., LI Y., LIN L., GUO X., HAN D., LI J. A method to estimate carbon storage potential in alpine Kobresia meadows on the Qinghai-Tibetan Plateau. Acta Ecologica Sinica, 30 (24), 6591, 2010.
CAO S., CAO G., CHEN K., ZHU J., CHEN L., LU B. Characteristics of alpine wetland soil organic carbon variations around Qinghai Lake. Soils, 45 (03), 392, 2013.
CHENG P., WANG J., YUE C., XU T., CHENG F., ZHOU X., WANG X. Carbon storage and density of four main trees in Shangri-la based on plot data. Forest Inventory and Planning, 36 (04), 12, 2011.
DENG L., SWEENEY S., SHANGGUAN Z.P. Grassland responses to grazing disturbance: plant diversity changes with grazing intensity in a desert steppe. Grass and Forage Science, 69 (3), 524, 2014. https://doi.org/10.1111/gfs.12....
GAO Q., YANG X.-C., YIN C.-Y., LIU Q. Estimation of biomass allocation and carbon density in alpine dwarf shrubs in Garzê Zangzu Autonomous Prefecture of Sichuan Province, China. Chinese Journal of Plant Ecology, 38 (04), 355, 2014. https://doi.org/10.3724/SP.J.1....
GAO Y., SCHUMANN M., ZENG X., CHEN H. Changes of plant communities and soil properties due to degradation of alpine wetlands on the Qinghai-Tibetan plateau. Journal of Environmental Protection and Ecology, 12 (2), 788, 2011.
HIROTA M., KAWADA K., HU Q., KATO T., TANG Y., MO W., CAO G., MARIKO S. Net primary productivity and spatial distribution of vegetation in an alpine wetland, Qinghai-Tibetan Plateau. Limnology, 8 (2), 161, 2007. https://doi.org/10.1007/s10201....
HUO L., CHEN Z., ZOU Y., LU X., GUO J., TANG X. Effect of Zoige alpine wetland degradation on the density and fractions of soil organic carbon. Ecological Engineering, 51, 287, 2013. https://doi.org/10.1016/j.ecol....
LI W., LI J., KNOPS J., WANG G., JIA J., QIN Y. Plant communities, soil carbon, and soil nitrogen properties in a successional gradient of sub-alpine meadows on the eastern Tibetan Plateau of China. Environmental Management, 44 (4), 755, 2009. https://doi.org/10.1007/s00267... PMid:19705196.
LI Y., DONG S., WEN L., WANG X., WU Y. The effects of fencing on carbon stocks in the degraded alpine grasslands of the Qinghai-Tibetan Plateau. Journal of Environmental Management, 128, 393, 2013. https://doi.org/10.1016/j.jenv... PMid:23792816.
LIU Q., YIN H., CHEN J., ZHAO C., CHENG X., WEI Y., LIN B. Belowground responses of Picea asperata seedlings to warming and nitrogen fertilization in the eastern Tibetan Plateau. Ecological Research, 26 (3), 637, 2011. https://doi.org/10.1007/s11284....
LIU W., CHEN S., ZHAO Q., SUN Z., REN J., QIN D. Variation and control of soil organic carbon and other nutrients in permafrost regions on central Qinghai-Tibetan Plateau. Environmental Research Letters, 9 (11), 114013, 2014. https://doi.org/10.1088/1748-9....
YU L., YUSHOU M., SHIXIONG L., WEI Z., SHIHAI Y. Species diversity and biomass characteristics of different grain-for-green grasslands in the northern region of Qinghai Lake. Acta Agriculturae Boreali-Occidentalis Sinica, 23 (01), 48, 2014.
LIU Y., LI X., LI C., SUN H., LU G., PAN G. Vegetation degeneration and reduction of soil organic carbon stock in high-altitude meadow grasslands in the source area of the three major rivers of China. Journal of Agro-Environment Science, 28 (12), 2559, 2009.
LU X., YAN Y., FAN J., CAO Y., WANG X. Dynamics of above-and below-ground biomass and C, N, P accumulation in the alpine steppe of Northern Tibet. Journal of Mountain Science, 8 (06), 838, 2011. https://doi.org/10.1007/s11629....
MA W., WANG H., HUANG R., LI J., LI D. Distribution of soil organic carbon storage and carbon density in Gahai Wetland ecosystem. Chinese Journal of Applied Ecology, 25 (03), 738, 2014.
HU S., CHEN L., LI L., ZHANG T., YUAN L., CHENG L., WANG J., WEN M. Simulation of land use change and ecosystem service value dynamics under ecological constraints in Anhui Province, China. International Journal of Environmental Research and Public Health, 17 (12), 4228, 2020. https://doi.org/10.3390/ijerph... PMid:32545778 PMCid:PMC7344442.
WANG Y., SHEN J., YAN W., CHEN C. Backcasting approach with multi-scenario simulation for assessing effects of land use policy using GeoSOS-FLUS software. Methodsx, 6, 1384, 2019. https://doi.org/10.1016/j.mex.... PMid:31431896 PMCid:PMC6579905.
LI M., LIU S., WANG F., LIU H., LIU Y., WANG Q. Cost-benefit analysis of ecological restoration based on land use scenario simulation and ecosystem service on the Qinghai-Tibet Plateau. Global Ecology and Conservation, 34, e02006, 2022. https://doi.org/10.1016/j.gecc....
WANG Q., WANG H., CHANG R., ZENG H., BAI X. Dynamic simulation patterns and spatiotemporal analysis of land-use/land-cover changes in the Wuhan metropolitan area, China. Ecological Modelling, 464, 109850, 2022. https://doi.org/10.1016/j.ecol....
WANG Z., LI X., MAO Y., LI L., WANG X., LIN Q. Dynamic simulation of land use change and assessment of carbon storage based on climate change scenarios at the city level: A case study of Bortala, China. Ecological Indicators, 134, 108499, 2022. https://doi.org/10.1016/j.ecol....
WANG X., JIANG B., LV S., WANG X., CHEN Q., CHEN H. A Survey on Causal Feature Selection Based on Markov Boundary Discovery. Pattern Recognition and Artificial Intelligence, 35 (5), 422, 2022.
SHI M., WU H., FAN X., JIA H., DONG T., HE P., BAQA M.F., JIANG P. Trade-offs and synergies of multiple ecosystem services for different land use scenarios in the yili river valley, China. Sustainability, 13 (3), 1577, 2021. https://doi.org/10.3390/su1303....
FU Q., HOU Y., WANG B., BI X., LI B., ZHANG X. Scenario analysis of ecosystem service changes and interactions in a mountain-oasis-desert system: a case study in Altay Prefecture, China. Scientific Reports, 8, 12939, 2018. https://doi.org/10.1038/s41598... PMid:30154514 PMCid:PMC6113265.
LIANG J., LI S., LI X., LI X., LIU Q., MENG Q., LIN A., LI J. Trade-off analyses and optimization of water-related ecosystem services (WRESs) based on land use change in a typical agricultural watershed, southern China. Journal of Cleaner Production, 279, 123851, 2021. https://doi.org/10.1016/j.jcle....
PENG K., JIANG W., LING Z., HOU P., DENG Y. Evaluating the potential impacts of land use changes on ecosystem service value under multiple scenarios in support of SDG reporting: A case study of the Wuhan urban agglomeration. Journal of Cleaner Production, 307, 127321, 2021. https://doi.org/10.1016/j.jcle....
GIULIANI G., MAZZETTI P., SANTORO M., NATIVI S., VAN BEMMELEN J., COLANGELI G., LEHMANN A. Knowledge generation using satellite earth observations to support sustainable development goals (SDG): A use case on Land degradation. International Journal of Applied Earth Observation and Geoinformation, 88, 102068, 2020. https://doi.org/10.1016/j.jag.....
HAO W., CAO Z., OU S., QIN Y., WANG Z., YANG S., TIANDO D.S., FAN X. A Simulation Analysis of Land Use Changes in the Yarlung Zangbo River and Its Two Tributaries of Tibet Using the Markov-PLUS Model. Sustainability, 15 (2), 1376, 2023. https://doi.org/10.3390/su1502....
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