A hybrid physics-data-driven optimization model for grassland grazing management

[1] Andresen, L. C., Yuan, N., Seibert, R., Moser, G., Kammann, C. I., Luterbacher, J., … & Müller, C. (2018). Biomass responses in a temperate European grassland through 17 years of elevated CO₂. Global Change Biology, 24(9), 3875-3885. Search in Google Scholar

[2] Liu, A. (2018). Subsurface biodiversity in alpine grasslands on the Qinghai-Tibet Plateau: progress, problems and perspectives. Biodiversity, 26(9), 972-987. (in Chinese) Search in Google Scholar

[3] Gomez-Casanovas, N., Blanc-Betes, E., Moore, C. E., Bernacchi, C. J., Kantola, I., & DeLucia, E. H. (2021). A review of transformative strategies for climate mitigation by grasslands. Science of the Total Environment, 799, 149466. Search in Google Scholar

[4] McIntyre, S., Lavorel, S., Landsberg, J., & Forbes, T. D. A. (1999). Disturbance response in vegetation– towards a global perspective on functional traits. Journal of Vegetation Science, 10(5), 621-630. Search in Google Scholar

[5] Jacobo, E. J., Rodríguez, A. M., Bartoloni, N., & Deregibus, V. A. (2006). Rotational grazing effects on rangeland vegetation at a farm scale. Rangeland Ecology & Management, 59(3), 249-257. Search in Google Scholar

[6] Byrnes, R. C., Eastburn, D. J., Tate, K. W., & Roche, L. M. (2018). A global meta-analysis of grazing impacts on soil health indicators. Journal of Environmental Quality, 47(4), 758-765. Search in Google Scholar

[7] Teague, W. R., Dowhower, S. L., Baker, S. A., Haile, N., DeLaune, P. B., & Conover, D. M. (2011). Grazing management impacts on vegetation, soil biota and soil chemical, physical and hydrological properties in tall grass prairie. Agriculture, ecosystems & environment, 141(3-4), 310-322. Search in Google Scholar

[8] Wang, Y., Hatt, J. K., Tsementzi, D., Rodriguez-R, L. M., Ruiz-Perez, C. A., Weigand, M. R., ... & Konstantinidis, K. T. (2017). Quantifying the importance of the rare biosphere for microbial community response to organic pollutants in a freshwater ecosystem. Applied and Environmental Microbiology, 83(8), e03321-16. Search in Google Scholar

[9] He, M., Zhou, G., Yuan, T., van Groenigen, K. J., Shao, J., & Zhou, X. (2020). Grazing intensity significantly changes the C: N:P stoichiometry in grassland ecosystems. Global Ecology and Biogeography, 29(2), 355-369. Search in Google Scholar

[10] Xilingol Statistical Bureau. (2022). Xilingol Statistical Yearbook. Beijing: China Statistical Press. Search in Google Scholar

[11] Che, Z., Li, Y., Quan, L., Xiang, M., & Che, Z. (2019). Effects of grazing practices on vegetation characteristics of grasslands. Protective Forest Technology, (6), 58-60. (in Chinese) Search in Google Scholar

[12] Woodward, S. J., Wake, G. C., Pleasants, A. B., & McCall, D. G. (1993). A simple model for optimizing rotational grazing. Agricultural systems, 41(2), 123-155. Search in Google Scholar

[13] Hou, Q., Wang, Y., Yang, Z., & Shi, G. (2011). Soil water dynamics model of typical grassland in Inner Mongolia based on water balance principle. Agricultural Research in Arid Regions, 29(05), 197-203. (in Chinese) Search in Google Scholar

[14] Wang, Y. (2019). Effects of simulated precipitation on plant diversity in grazed desert grasslands with different stock carrying rates. (Doctoral dissertation, Inner Mongolia Agricultural University). Search in Google Scholar

[15] Xu, H., Xin, X., Baoyin, T., Yan, R., & Wang, X. (2020). Effects of grazing on the biomass distribution of sheepgrass meadow grassland in Hulunbuir. Journal of Grasslands, 28(03), 768-774. (in Chinese) Search in Google Scholar

[16] Li, D. (2010). Research on early warning model of land desertification based on raster scale. (Doctoral dissertation, Xinjiang University). Search in Google Scholar

[17] Zhao, J., Liang, X., & Zhang, X. (2010). Systematic analysis of the concept of sustainable development. Journal of Ecology, 19(3), 393-398. (in Chinese) Search in Google Scholar