赵佳丽, 兰措卓玛, 王伟, 王寒冬, 王稳, 沈纪萍. 基于MaxEnt模型的青藏高原青稞适生区对气候变化响应的分析[J]. 中国生态农业学报 (中英文), 2024, 32(0): 1−13. DOI: 10.12357/cjea.20230665
引用本文: 赵佳丽, 兰措卓玛, 王伟, 王寒冬, 王稳, 沈纪萍. 基于MaxEnt模型的青藏高原青稞适生区对气候变化响应的分析[J]. 中国生态农业学报 (中英文), 2024, 32(0): 1−13. DOI: 10.12357/cjea.20230665
ZHAO J L, LAN C Z M, WANG W, WANG H D, WANG W, SHEN J P. Response of suitable area of highland barley in the Tibetan Plateau to climate change based on Maximum Entropy Model analysis[J]. Chinese Journal of Eco-Agriculture, 2024, 32(0): 1−13. DOI: 10.12357/cjea.20230665
Citation: ZHAO J L, LAN C Z M, WANG W, WANG H D, WANG W, SHEN J P. Response of suitable area of highland barley in the Tibetan Plateau to climate change based on Maximum Entropy Model analysis[J]. Chinese Journal of Eco-Agriculture, 2024, 32(0): 1−13. DOI: 10.12357/cjea.20230665

基于MaxEnt模型的青藏高原青稞适生区对气候变化响应的分析

Response of suitable area of highland barley in the Tibetan Plateau to climate change based on Maximum Entropy Model analysis

  • 摘要: 青藏高原对气候变化的响应十分敏感, 研究长时间序列气候变化对青藏高原青稞适生区的影响可以为高原农业应对气候变化和优化青稞种植空间格局提供参考。本文以163个青藏高原青稞样点为研究对象, 运用ArcGIS软件和最大熵 (MaxEnt)模型对其进行模拟预测, 得到影响青藏高原青稞分布的主要环境因子和气候变化下古气候时期(末次间冰期、末次冰盛期、全新世中期)、当代(1970—2000年)、未来100年SSP 126和SSP 585两种情景下青稞在青藏高原的分布范围以及空间格局变化。结果表明: 1)影响青稞分布的最关键环境因子是年降水量、年平均气温、最干季度平均温度和海拔, 当气候处于不稳定和极端干冷化情况下, 海拔是控制青稞适生区面积的关键因子。2)从末次间冰期到全新世中期再到当代, 青稞适生区面积增大, 逐渐扩张到青藏高原东北部的河湟谷地、东南缘的川西地区和藏南谷地的一江两河流域, 未来青稞适生区向高原中部和北部扩张, 东南部面积缩减。3)气候变化条件下, 青稞适生区质心点向高纬度、高海拔地区移动, 并且未来青稞适生区海拔上限增加207 m。结合其他研究可得出, 末次冰期到全新世, 青稞种植区发生扩张受制于气候暖湿化和人类在高原定居并进行农牧业传播的双重影响; 当代到未来100年, 青稞潜在适生区发生扩张可能是由于气候变暖使得种植青稞的海拔上限提高, 青稞潜在适生区缩减可能是由于一些气候突变事件导致气温变化幅度超过了青稞发育的最适温度。

     

    Abstract: Given very sensitive response of Tibet Plateau to climate change, studying the impact of long-term climate change on the suitable areas of highland barley cultivation in this plateau can provide a reference for plateau agriculture's response to climate change, so as to optimize the spatial pattern of such cultivation. By taking 205 highland barley samples from the Tibetan Plateau as the research object and using ArcGIS software and the Maximum Entropy Model, this study simulates and predicts them. To obtain the main environmental factors affecting the distribution of barley on the Tibetan Plateau. And under the influence of climate change, the distribution range and spatial pattern of highland barley on the Tibetan Plateau will change during the ancient(the last interglacial、last glacial maximum、mid-holocene), contemporary(1970—2000), and next 100 years about two scenarios that SSP126 and SSP585. This study finds the following results: (1) The most critical environmental factors affecting the distribution of highland barley across the plateau include: annual precipitation, annual average temperature, average temperature in the driest quarter, and altitude. In unstable and extremely dry and cold climate, altitudes would determine the suitable areas for highland barley. (2) From the last interglacial period to the mid-Holocene and then to the present era, the suitable areas for highland barley have gradually expanded to Hehuang Valley in the northeast section of Tibetan Plateau, the western Sichuan region in the southeast margin of the plateau, and the one-river and two-river basins in the southern Tibetan Valley. In the future, the suitable areas for highland barley will further expand towards the central and northern parts of the plateau, while the southeastern suitable areas will be decreased. (3) Under the conditions of climate change, the centroid of the suitable growth areas for barley is moving towards high latitude and altitude regions, and the upper suitable limit of altitudes will increase by 207m in the future. In combination with results from other research, it can be concluded that from the last glacial period to the Holocene, the expansion of suitable barley-planting areas was constrained by dual effects, i.e., climate warming and humidification, while affected by human settlements on the plateau and the spread of agriculture and animal husbandry. From the present to the next 100 years, the expansion of the potential suitable areas for barley cultivation may be facilitated by the increase in altitude limits caused by climate warming, while the reduction of the potentially suitable areas may be driven by certain climate change events caused by temperature fluctuations, finally exceeding the optimal temperature range for barley's development.

     

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