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Modeling Potential Distribution and Carbon Dynamics of Natural Terrestrial Ecosystems: A Case Study of Turkey

机译:模拟自然陆地生态系统的潜力分布和碳动力学:以土耳其为例

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摘要

We derived a simple model that relates the classification of biogeoclimate zones, (co)existence and fractional coverage of plant functional types (PFTs), and patterns of ecosystem carbon (C) stocks to long-term average values of biogeoclimatic indices in a time- and space-varying fashion from climate–vegetation equilibrium models. Proposed Dynamic Ecosystem Classification and Productivity (DECP) model is based on the spatial interpolation of annual biogeoclimatic variables through multiple linear regression (MLR) models and inverse distance weighting (IDW) and was applied to the entire Turkey of 780,595 km2 on a 500 m × 500 m grid resolution. Estimated total net primary production (TNPP) values of mutually exclusive PFTs ranged from 108 ± 26 to 891 ± 207 Tg C yr-1 under the optimal conditions and from 16 ± 7 to 58 ± 23 Tg C yr-1 under the growth-limiting conditions for all the natural ecosystems in Turkey. Total NPP values of coexisting PFTs ranged from 178 ± 36 to 1231 ± 253 Tg C yr-1 under the optimal conditions and from 23 ± 8 to 92 ± 31 Tg C yr-1 under the growth-limiting conditions. The national steady state soil organic carbon (SOC) storage in the surface one meter of soil was estimated to range from 7.5 ± 1.8 to 36.7 ± 7.8 Pg C yr-1 under the optimal conditions and from 1.3 ± 0.7 to 5.8 ± 2.6 Pg C yr-1 under the limiting conditions, with the national range of 1.3 to 36.7 Pg C elucidating 0.1% and 2.8% of the global SOC value (1272.4 Pg C), respectively. Our comparisons with literature compilations indicate that estimated patterns of biogeoclimate zones, PFTs, TNPP and SOC storage by the DECP model agree reasonably well with measurements from field and remotely sensed data.
机译:我们推导了一个简单的模型,该模型将生物地理气候带的分类,植物功能类型(PFT)的共存和部分覆盖以及生态系统碳(C)储量的模式与时间中生物地理气候指数的长期平均值相关联。气候-植被平衡模型得出的时空变化方式。拟议的动态生态系统分类和生产力(DECP)模型基于通过多个线性回归(MLR)模型和反距离权重(IDW)对年度生物地球气候变量进行空间插值的基础,并应用于整个土耳其780,595 km 2 < / sup>,分辨率为500 m×500 m。在最佳条件下,互斥的PFT的估计总净初级生产(TNPP)值介于108±26至891±207 Tg C yr -1 和16±7至58±23 Tg C yr在土耳其所有自然生态系统的生长受限条件下 -1 。在最佳条件下,共存PFT的总NPP值范围为178±36至1231±253 Tg C yr -1 ,而在最佳条件下为23±8至92±31 Tg C yr -1 在生长受限的条件下。在最佳条件下,估计土壤在1米表层土壤中的国家稳态土壤有机碳(SOC)范围为7.5±1.8至36.7±7.8 Pg C yr -1 在极限条件下为0.7至5.8±2.6 Pg C yr -1 ,全国范围为1.3至36.7 Pg C分别说明了全球SOC值(1272.4 Pg C)的0.1%和2.8%。 。我们与文献汇编的比较表明,通过DECP模型估算的生物地理气候带,PFT,TNPP和SOC的存储模式与来自现场和遥感数据的测量值相当吻合。

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