Acta Agrestia Sinica ›› 2026, Vol. 34 ›› Issue (4): 1215-1228.DOI: 10.11733/j.issn.1007-0435.2026.04.008
WANG Xiao-yi, JING Chang-qing, WANG Gong-xin
Received:2025-05-26
Revised:2025-10-24
Published:2026-04-15
王晓毅, 井长青, 王公鑫
通讯作者:
井长青,E-mail:jingchangqing@126.com
作者简介:王晓毅(2001-),女,汉族,新疆塔城人,硕士研究生,主要从事草地生态遥感研究,E-mail:17590823770@163.com;
基金资助:CLC Number:
WANG Xiao-yi, JING Chang-qing, WANG Gong-xin. Optimization of Grassland Carbon/Water Flux Parameters Based on Biome-BGCMuSo and Their Responses to Extreme Climate[J]. Acta Agrestia Sinica, 2026, 34(4): 1215-1228.
王晓毅, 井长青, 王公鑫. 基于Biome-BGCMuSo的草地碳/水通量参数优化及其对极端气候的响应[J]. 草地学报, 2026, 34(4): 1215-1228.
| [1] ZHANG K,WANG Y,MAMTIMIN A,et al. Variation characteristics and influencing mechanisms of CO2 flux from grassland ecosystem in the Central Tianshan Mountains,China[J]. Ecological Indicators,2025,170:113069 [2] FANG J Y,YU G R,LIU L L,et al. Climate change, human impacts, and carbon sequestration in China[J]. Proceedings of the National Academy of Sciences of the United States of America,2018,115(16):4015-4020 [3] LIU X W,ZHANG R P,GUO J,et al. Analysis of the spatiotemporal dynamics of grassland carbon sinks in Xinjiang via the improved CASA model[J]. Ecological Indicators,2025,170:113062 [4] DI L. Study on variation characteristic and influencing factors of carbon and water flux in different ecosystems of wanchuan river basin[D]. Lanzhou:Lanzhou University,2022:1-6 邸乐. 宛川河流域不同生态系统碳/水通量变化特征及其影响因素的研究[D]. 兰州:兰州大学,2022:1-6 [5] NETSIANDA A,MHANGARA P. Aboveground biomass estimation in a grassland ecosystem using Sentinel-2 satellite imagery and machine learning algorithms[J]. Environmental Monitoring and Assessment,2025,197(2):138 [6] WANG Y Y,XIAO J F,MA Y M,et al. Carbon fluxes and environmental controls across different alpine grassland types on the Tibetan Plateau[J]. Agricultural and Forest Meteorology,2021,311:108694 [7] SU T C,WANG Y B,YOU C H,et al. Effects of drought on optimum temperature of carbon fluxes in temperate grasslands[J]. Environmental Research Letters,2024,19(12):124099 [8] DHAKAL K,KAKANI V G,WAGLE P,et al. Regional switchgrass carbon sequestration estimates from high-frequency eddy covariance and Mesonet observations[J]. Agrosystems, Geosciences & Environment,2023,6(1):e20328 [9] BALDOCCHI D D,HINCKS B B,MEYERS T P. Measuring biosphere-atmosphere exchanges of biologically related gases with micrometeorological methods[J]. Ecology,1988,69(5):1331-1340 [10] YANG Q,ZHU X H,OUYANG G Z,et al. Optimization of the simulated parameters of grassland productivity using CLM5.0 in Hulunbuir of Inner Mongolia[J]. Transactions of the Chinese Society of Agricultural Engineering,2023,39(6):139-148 杨倩,朱小华,欧阳光洲,等. 基于CLM5.0的内蒙古呼伦贝尔草地生产力模拟参数优化[J]. 农业工程学报,2023,39(6):139-148 [11] LIU H H,CHEN Y,LIU Y,et al. Simulation of spatial pattern and future trends of grassland net primary productivity in the Loess Plateau based on random forest model[J]. Arid Zone Research,2023,40(1):123-131 刘欢欢,陈印,刘悦,等. 基于随机森林模型的黄土高原草地净初级生产力时空格局及未来演变趋势模拟[J]. 干旱区研究,2023, 40(1):123-131 [12] FANG M Z,LIU W,ZHANG J Y,et al. Quantitative evaluation of the applicability of classical forest ecosystem carbon cycle models in China: a case study of the biome-BGC model[J]. Forests,2024,15(9):1609 [13] POWLSON D S,SMITH P,SMITH J U. Evaluation of soil organic matter models: using existing long-term datasets[M]. Berlin,Heidelberg:Springer,1996:283-291 [14] WHITE M A,THORNTON P E,RUNNING S W,et al. Parameterization and sensitivity analysis of the BIOME-BGC terrestrial ecosystem model: net primary production controls[J]. Earth Interactions,2000,4(3):1-85 [15] LIU J,CHEN J M,CIHLAR J,et al. A process-based boreal ecosystem productivity simulator using remote sensing inputs[J]. Remote Sensing of Environment,1997,62(2):158-175 [16] YUAN C G,SONG Y H,TIAN M,et al. Study on soil carbon sequestration potential of wheat and maize double-cropping farmland based on century model—a case study of Xiangcheng County,Henan Province[J]. Chinese Agricultural Science Bulletin,2024,40(35):70-75 袁晨光,宋艳华,田梦,等. 基于Century模型的麦玉两熟农田土壤固碳潜力研究——以河南省襄城县为例[J]. 中国农学通报,2024,40(35):70-75 [17] WU A Y,LI X L,ZHAO Y,et al. Simulation of soil organic carbon dynamics in farmland in Huainan City based on CENTURY model[J]. Journal of Hefei University of Technology (Natural Science),2024,47(10):1305-1313 吴安云,李湘凌,赵燕,等. 基于CENTURY模型的淮南市农田土壤有机碳动态模拟[J]. 合肥工业大学学报(自然科学版),2024,47(10):1305-1313 [18] XING X L,WU M S,ZHU H J,et al. Optimized gross primary productivity over the croplands within the BEPS particle filtering data assimilation system (BEPS_PF v1. 0)[J]. Journal of Advances in Modeling Earth Systems,2025,17(1):e2024MS004412 [19] SUN Q L,LI B L. Developing the biome-BGC model to estimate net primary productivity of alpine meadow on the Qinghai-Tibet Plateau[C]//2016 3rd International Conference on Information Science and Control Engineering (ICISCE). IEEE,2016:334-337 [20] HIDY D,BARCZA Z,HOLLOS R,et al. User’s Guide for Biome-BGCMuSo 6.2[J]. Budapest:ELTE,2021:2158-2165 [21] JIANG L,ZHU T C,MA L G,et al. Responses of ecosystem’s carbon and water fluxes to global change on the Songnen steppe[J]. Science & Technology Review,2011,29(6):35-42 蒋丽,祝廷成,马略耕,等. 松嫩草地碳和水通量对全球变化的响应[J]. 科技导报,2011,29(6):35-42 [22] WANG T H,WANG X F,ZHANG Q,et al. Effects of extreme temperature events on carbon fluxes in different ecosystems in the Heihe River Basin, China[J]. Agricultural and Forest Meteorology,2025,362:110380 [23] CHAI H,MA J Y,ZHANG J W,et al. Nonlinear responses of ecosystem carbon fluxes to precipitation change in a semiarid grassland[J]. Frontiers in Plant Science,2025,16:1519879 [24] ZHAO H C,JIA G S,WANG H S,et al. Seasonal and interannual variations in carbon fluxes in East Asia semi-arid grasslands[J]. Science of the Total Environment,2019,668:1128-1138 [25] JOHNSTON S E,GUNAWARDANA P V S L,ROOD S B,et al. Multidecadal trends in organic carbon flux through a grassland river network shaped by human controls and climatic cycles[J]. Geophysical Research Letters,2022,49(4):e2021GL096885 [26] LI Y. Temporal and spatial heterogeneity analysis of optimal value of sensitive parameters in ecological process model: The BIOME-BGC model as an example[D]. Yangling:Northwest A&F University,2018:14-16 李英. 生态过程模型参数敏感性的时空异质性分析——以Biome-BGC模型为例[D]. 杨凌:西北农林科技大学,2018:14-16 [27] LI Y Z,ZHANG T L,LIU Q Y,et al. Temporal and spatial heterogeneity analysis of optimal value of sensitive parameters in ecological process model: The BIOME-BGC model as an example[J]. Chinese Journal of Applied Ecology,2018,29(1):84-92 李一哲,张廷龙,刘秋雨,等. 生态过程模型敏感参数最优取值的时空异质性分析——以BIOME-BGC模型为例[J]. 应用生态学报,2018,29(1):84-92 [28] GUPTA H V,KLING H,YILMAZ K K,et al. Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling[J]. Journal of Hydrology,2009,377(1/2):80-91 [29] QU L P. Heat waves effect on grassland ecosystem carbon flux in north China[D]. Changchun:Northeast Normal University,2016:26-27 曲鲁平. 热浪对中国北方草地生态系统碳通量的影响研究[D]. 长春:东北师范大学,2016:26-27 [30] CHOI N,LEE M I,CHA D H,et al. Decadal changes in the interannual variability of heat waves in East Asia caused by atmospheric teleconnection changes[J]. Journal of Climate,2020,33(4):1505-1522 [31] ZHANG Q J,HUANG Y M,HAO L T,et al. Spatiotemporal characteristics of high temperature and heat wave in Dongting Lake Basin based on percentile threshold method[J]. Journal of Meteorology and Environment,2025,41(1):66-73 张秋锦,黄一民,郝丽婷,等. 基于百分位阈值法的洞庭湖流域高温热浪时空特征[J]. 气象与环境学报,2025,41(1):66-73 [32] WARING R H,RUNNING S W. Forest ecosystems:Analysis at multiple scales[M]. Amsterdam:Elsevier,2007:1-16 [33] YANG F,ZHANG L,YAN M,et al. Carbon flux modeling with the calibrated biome-BGCMuSo in China’s tropical forests: natural and rubber-planted forests[J]. Forests,2025,16(4):661 [34] ZHANG M Y,MA Y J,CHEN P,et al. Growing-season carbon budget of alpine meadow ecosystem in the Qinghai Lake Basin: a continued carbon sink through this century according to the Biome-BGC model[J]. Carbon Balance and Management,2023,18(1):25 [35] YOU Y F,WANG S Y,MA Y X,et al. Improved modeling of gross primary productivity of alpine grasslands on the Tibetan Plateau using the biome-BGC model[J]. Remote Sensing,2019,11(11):1287 [36] MAO F J,LI P H,ZHOU G M,et al. Development of the BIOME-BGC model for the simulation of managed Moso bamboo forest ecosystems[J]. Journal of Environmental Management,2016,172:29-39 [37] AGUILOS M,TAKAGI K,LIANG N S,et al. Dynamics of ecosystem carbon balance recovering from a clear-cutting in a cool-temperate forest[J]. Agricultural and Forest Meteorology,2014,197:26-39 [38] YANG Y H,FANG J Y,MA W H,et al. Soil carbon stock and its changes in northern China’s grasslands from 1980s to 2000s[J]. Global Change Biology,2010,16(11):3036-3047 [39] ZHANG T L,SUN R,HU B,et al. Simulation of water and carbon fluxes in Harvard forest area by using improved Biome-BGC model[J]. Chinese Journal of Ecology,2011,30(9):2099-2106 张廷龙,孙睿,胡波,等. 改进Biome-BGC模型模拟哈佛森林地区水、碳通量[J]. 生态学杂志,2011,30(9):2099-2106 [40] LIU Q Y,ZHANG T L,DU M X,et al. A better carbon-water flux simulation in multiple vegetation types by data assimilation[J]. Forest Ecosystems,2022,9:100013 [41] QIN G X,WU J,LI C B,et al. Sensitivity analysis of WOFOST model crop parameters in different grassland types[J]. Acta Prataculturae Sinica,2022,31(5):13-25 秦格霞,吴静,李纯斌,等. 不同草地类型WOFOST模型参数敏感性分析[J]. 草业学报,2022,31(5):13-25 [42] BRILLI F,HÖRTNAGL L,HAMMERLE A,et al. Leaf and ecosystem response to soil water availability in mountain grasslands[J]. Agricultural and Forest Meteorology,2011,151(12):1731-1740 [43] SCHMITT M,BAHN M,WOHLFAHRT G,et al. Land use affects the net ecosystem CO2 exchange and its components in mountain grasslands[J]. Biogeosciences,2010,7(8):2297-2309 [44] DE BOECK H J,DREESEN F E,JANSSENS I A,et al. Climatic characteristics of heat waves and their simulation in plant experiments[J]. Global Change Biology,2010,16(7):1992-2000 [45] HOOVER D L,KNAPP A K,SMITH M D. Resistance and resilience of a grassland ecosystem to climate extremes[J]. Ecology,2014,95(9):2646-2656 [46] ARCA V,POWER S A,DELGADO-BAQUERIZO M,et al. Seasonal effects of altered precipitation regimes on ecosystem-level CO2 fluxes and their drivers in a grassland from Eastern Australia[J]. Plant and Soil,2021,460(1):435-451 [47] WANG B X,ZENG Y H,WANG D Y,et al. Responses of leaf stomata to environmental stresses in distribution and physiological characteristics[J]. Agricultural Research in the Arid Areas,2010,28(2):122-126,131 王碧霞,曾永海,王大勇,等. 叶片气孔分布及生理特征对环境胁迫的响应[J]. 干旱地区农业研究,2010,28(2):122-126,131 [48] JIAO T,WILLIAMS C A,DE KAUWE M G,et al. Patterns of post-drought recovery are strongly influenced by drought duration,frequency,post-drought wetness,and bioclimatic setting[J]. Global Change Biology,2021,27(19):4630-4643 [49] WANG Z Y,SUN G,LUO P,et al. A study of soil-dynamics based on a simulated drought in an alpine meadow on the Tibetan Plateau[J]. Journal of Mountain Science,2013,10(5):833-844 [50] LEI T J,PANG Z G,WANG X Y,et al. Drought and carbon cycling of grassland ecosystems under global change: a review[J]. Water,2016,8(10):460 [51] ZAVALLONI C,GIELEN B,LEMMENS C M H M,et al. Does a warmer climate with frequent mild water shortages protect grassland communities against a prolonged drought?[J]. Plant and Soil,2008,308(1):119-130 |
| [1] | Burenqiqige, YE Guo-hui, CHEN Guo-kang, SUN Shan-Shan, LI Xin, YANG Wen-lei, FU He-ping, YUAN Shuai. Effects of Climatic Factors on Body Weight and Stable Carbon and Nitrogen Isotopes in Muscle Tissue of Orientallactaga sibirica [J]. Acta Agrestia Sinica, 2026, 34(1): 163-171. |
| [2] | MENG Chen-chen, ZHANG Ke-min, WAN Ji-xin, BI Yi-xian, YANG Gao-wen. Effects of Arbuscular Mycorrhizal Fungal Inoculation on the Drought Resistance of Medicago falcata in Situ Soil [J]. Acta Agrestia Sinica, 2025, 33(12): 3885-3897. |
| [3] | WANG Ning-bin, QIAO Ji-rong, LI Shao-yu, ZHENG Jia-hua, ZHANG Feng, ZHANG Bin, XU Long-chao, ZHOU Qing-ge, CHEN Xin-li, ZHAO Meng-li, JI Xiang. Effects of Grazing Intensity on Root Morphology of Stipa breviflora [J]. Acta Agrestia Sinica, 2025, 33(12): 4015-4022. |
| [4] | MENG Pu-jia, WANG Zi-han, YAN Bao-long, LYU Shi-jie, WANG Zhong-wu. Impacts of Stocking Rate on the Spatial Distribution of Soil Nutrients in the Vicinity of Ceratoides latens [J]. Acta Agrestia Sinica, 2025, 33(12): 4139-4151. |
| [5] | LIU Hong-jin, HAO Jia-hui, XU Xian-li, LUO Chong-liang, XU Shi-xiao. Vegetation Community Characteristics and Carrying Capacity of Wild Herbivores of Typical Alpine Grassland in Hoh Xil [J]. Acta Agrestia Sinica, 2025, 33(11): 3505-3514. |
| [6] | DU Jin-shan, PU Jun-yu, HUANG Jing, QIAO Jian-xia, SU Ying-jia, XING Zhi-xian, HONG Yi-nan, ZHONG Xiao-lan, WANG Xin-sheng, LIU Ke-si. Effects of Temperate Leymus chinensis Steppe Degradation on the Root Morphological Traits of Leymus chinensis [J]. Acta Agrestia Sinica, 2025, 33(10): 3147-3154. |
| [7] | LIU Hai-qiang, LI Shi-xiong, ZHAO Wen, LIU Jing-jing, XU Hai-feng, YIN Ya-li. Effects of No-tillage Reseeding on Community Characteristics of Vegetation and Microorganisms in Moderately Degraded Alpine Meadows [J]. Acta Agrestia Sinica, 2025, 33(10): 3280-3290. |
| [8] | WU Ming-bai, WANG Lu-wei, DOU Zi-yi, ZHENG Wei, LIU Yong-ping, LIU Li-yan, WU Tian-zhong. Evaluation of Natural Recovery Potential of the Desert Grassland in Altai Region [J]. Acta Agrestia Sinica, 2025, 33(10): 3405-3418. |
| [9] | WU Pei-tong, WEN Zhong-ming, ZHENG Cheng, YUAN Liu-huan, TAN Kai, WANG Zhi-peng, SHI Chang-chun, MA Ya-li, ZHANG Yan. Characteristics and Relationships between Plant Diversity and Community Stability across Different Restoration Years in the Mu Us Sandy Land [J]. Acta Agrestia Sinica, 2025, 33(9): 2880-2889. |
| [10] | DUAN Jun-guang, FANG Kai, CHU Jian-min, WANG Ying-xin, ZHANG Qi. Effects of Degradation Stages on the Relationship Between Species Diversity and Soil Nutrients in Typical Steppe [J]. Acta Agrestia Sinica, 2025, 33(9): 2890-2899. |
| [11] | KANG Xiao-yu, YE Guo-hui, SUN Shan-shan, WANG Hai-long, ZHANG Zhi-liang, LI Ya-nan, Burenqiqige, WANG Qian-cheng, YUAN Shuai, FU He-ping. The Relationship between Seasonal Dynamics and Vegetation Characteristics of Brandt’s Voles Population under Overgrazing in Typical Steppe [J]. Acta Agrestia Sinica, 2025, 33(9): 2931-2940. |
| [12] | ZHAO Hai-dong, LIANG Hai-hong, HU Xiao-wen, FENG Yan-hao, CHANG Sheng-hua, LI Chun-jie, HOU Fu-jiang. The Preliminary Effects of Ecological Restoration Measures in Degraded Alpine Meadows were Evaluated based on Grassland Revegetation Index [J]. Acta Agrestia Sinica, 2025, 33(9): 3057-3067. |
| [13] | ZHANG Shu-pin, Wurihan, YAN An, GAO Ying-zhi. Progress on Grassland Fire Protection Technology [J]. Acta Agrestia Sinica, 2025, 33(8): 2413-2422. |
| [14] | LIU Tao, MING Ming, YUAN Shuai, FU He-ping, Nashunmengke, Gegentana, YANG Wen-lei, WU Xiao-dong. Analysis of Food Composition and Seasonal Differences of Brandt’s Voles Based on DNA Macro-Barcoding Technology [J]. Acta Agrestia Sinica, 2025, 33(8): 2474-2481. |
| [15] | LI Hai-ming, XIE Wen-wen, SHEN Qiu-xiao-xiao, CHEN Jin-xun, SHEN Wan-qing, DANG Ming-yu, WANG Zhong-bin. Optimizing and Predicting the Potential Suitable Habitat of Stellera chamaejasme L. in Xizang Under Climate Change Using MaxEnt Model [J]. Acta Agrestia Sinica, 2025, 33(8): 2603-2617. |
| Viewed | ||||||
|
Full text |
|
|||||
|
Abstract |
|
|||||