水利水电技术(中英文)2024,Vol.55Issue(9) :108-120.DOI:10.13928/j.cnki.wrahe.2024.09.010

贵州省NPP时空动态特征及其对人类活动和气候变化的响应研究

Spatio-temporal dynamics of NPP and its response to human activities and climate change in Guizhou Province

邱华 舒皓 高红梅 胡锋 廖留峰 余浩然 石守海 谷新晨
水利水电技术(中英文)2024,Vol.55Issue(9) :108-120.DOI:10.13928/j.cnki.wrahe.2024.09.010

贵州省NPP时空动态特征及其对人类活动和气候变化的响应研究

Spatio-temporal dynamics of NPP and its response to human activities and climate change in Guizhou Province

邱华 1舒皓 2高红梅 1胡锋 3廖留峰 3余浩然 4石守海 5谷新晨6
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作者信息

  • 1. 黔南州气象局,贵州都匀 558000
  • 2. 黔南州林业局,贵州都匀 558000
  • 3. 贵州省生态气象和卫星遥感中心,贵州贵阳 550002
  • 4. 南京林业大学风景园林学院,江苏南京 210042;上海市园林科学规划研究院,上海 200232
  • 5. 武汉大学遥感信息工程学院,湖北武汉 430070
  • 6. 天津大学建筑工程学院水利工程仿真与安全国家重点实验室,天津 300072;中国水利水电科学研究院流域水循环模拟与调控国家重点实验室,北京 100044
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摘要

[目的]气候变化对陆地生态系统产生了深刻影响,认识气候变化背景下陆地生态系统的演变特征对于缓解和应对气候变化具有重要意义.为揭示气候变化和人类活动背景下贵州省净初级生产力(Net Primary Productivity,NPP)的时空演变特征及其驱动机制,[方法]利用Theil Sen-MK趋势分析、Hurst指数等探究了贵州省NPP的时空演变特征,并结合MGWR模型分析了人类活动和气候变化对NPP的影响机制.[结果]结果表明:(1)2000-2020年期间,贵州省NPP总体呈波动上升趋势,其中林地整体NPP上升,耕地下降;(2)基于Theil Sen-MK趋势分析与Hur.st指数的分析发现贵州省NPP未来变化趋势以持续改善为主;(3)MGWR模型模拟结果显示,2000-2020年NPP受人类活动的影响最大,其中,2000-2010年人类活动导致NPP降低,气候因素导致NPP增加,2010-2020年人类活动导致贵州东北部地区NPP增加.[结论]研究揭示了贵州省陆地生态系统近20年NPP持续上升,人类活动与气候变化共同造成了 NPP区域空间分异,研究结果为NPP的变化机理研究提供了重要理论支撑.

Abstract

[Objective]Climate change has exerted serious impacts on terrestrial ecosystems.Understanding the dynamics of ter-restrial ecosystem is of vital importance to mitigate the effects of climate change.The objective of this study is to elucidate the temporal and spatial variations of Net Primary Productivity(NPP),as well as their underlying mechanisms across Guizhou Prov-ince,China under the background of climate change and human activities.[Methods]The Theil Sen-MK trend analysis and Hurst index were employed to investigate the temporal and spatial variations of NPP across Guizhou Province,and the MGWR model was used to evaluate the impact of human activities and climate change on NPP.[Results]The result show that:(1)The NPP in Guizhou Province exhibites a prevailing increased trend,NPP of forest ecosystems significantly increases,while land exhibites a decline trend during the period from 2000 to 2020;(2)The NPP in Guizhou Province is expected to increase in the future according to Theil Sen-MK trend analysis and Hurst index;(3)The MGWR model indicated that NPP is predominantly affected by human activities from 2000 to 2020.Specifically,human activities lead to a reduction in NPP,while climate factors contribute to an NPP increase from 2000 to 2010.Additionally,human activities increase NPP in northeastern Guizhou from 2010 to 2020.[Conclusion]Our study reveals that the NPP in Guizhou Province has continued to increase over the past 20 years,with human activities and climate change jointly affecting its spatial variation.These findings provide important theoret-ical basis for the investigation of the mechanism driving changes in NPP.

关键词

NPP/MGWR模型/人类活动/气候变化/空间分异/影响因子

Key words

NPP/MGWR model/human activities/climate change/spatial differentiation/impact factors

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基金项目

风云三号03批气象卫星工程地面应用系统项目(FY-303-AS-12.13)

贵州省科技计划项目(黔科合基础-ZK[2022]一般273)

贵州省气象局科研业务项目(黔气科登[2023]02-05)

出版年

2024
水利水电技术(中英文)
水利部发展研究中心

水利水电技术(中英文)

CSTPCD北大核心
影响因子:0.456
ISSN:1000-0860
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