基于CA-Markov的土地利用时空变化与生境质量预测——以宁夏中部干旱区为例
探究干旱半干旱区土地利用结构动态变化特征,评估并预测生境质量,可为区域生态规划和恢复提供决策性依据。本研究以搭载OLI和ETM+传感器遥感影像和气象数据、社会经济数据等为基础,采用土地利用转移流概念、InVEST模型和CA-Markov模型研究2000-2030年宁夏中部干旱区土地利用和生境质量时空变化特征及规律,对未来情境进行模拟和预测。研究结果表明:宁夏中部干旱区土地系统结构变化与生态建设规划高度一致,具有黄河流域两侧集中分布的特征,土地系统综合动态度逐期减小,活跃度具有稳中有变、部分较活跃的特征。土地系统信息熵特征值呈逐年降低趋势。随着时间变化土地系统受人类活动干扰强度低,自我调整程度高,修复能力强,系统向稳定状态转化。2000-2015年研究区生态环境质量呈“U”型特征,以优秀等级为主。2015-2030年土地系统结构将发生显著变化,生境质量优秀、差和良好等级面积逐渐扩大,生态系统呈现稳定向好的趋势。本研究的多模型集成应用可为区域土地规划和生态恢复建设提供理论依据和支撑。
- Research Article
- 10.1002/ldr.5135
- Apr 17, 2024
- Land Degradation & Development
Abstract The stability of property rights is a key factor in incentivizing farmers to engage in land use and protection activities, which, in turn, serve to mitigate or prevent the degradation of land resources and enhance the effectiveness of agricultural management practices. This research uses Scientometric analysis according to PRISMA guidelines to thoroughly examine academic landscape related to the stability of farmland property rights and its impact on farmers' land utilization and protection behaviors. By examining 4165 publications from 2014 to 2023 in Web of Science and Scopus databases, the study conducts a comprehensive analysis. Theoretical frameworks elucidate three primary avenues through which property rights influence farmers' behavior: the assurance effect, collateral effect, and realizable effect. Through document co‐citation analysis 11 distinct thematic clusters were revealed, highlighting the prominence of land tenure security (Cluster #0). Notably, Ma X's publication experienced a significant 4‐year surge, indicating its key influence. Author co‐citation analysis outlined author clusters, emphasizing the increasing relevance of authors like Cotula L, Angelsen A, and De Schuttero during specific periods. Journal co‐citation analysis revealed cohesive journal clusters such as Development and Change and Journal of Peasant Studies, showcasing thematic boundaries within clusters. Keywords co‐citation analysis (CO‐DESC) identified thematic clusters around “China,” “agricultural land,” and “land use,” with keywords like “land degradation” exhibiting substantial bursts. This systematic analysis highlights influential publications, authors, journals, and thematic clusters, emphasizing the structured landscape within farmland property rights research and revealing critical aspects impacting farmers' behavior and land use.
- Research Article
2
- 10.1080/10106049.2023.2280559
- Nov 6, 2023
- Geocarto International
The change in the land spatial structure affects regional development and stability. In the context of the construction of the Guangdong-Hong Kong-Macao Greater Bay Area, studying the spatial structure changes in its important cities will contribute to the coordinated development of the region. This study uses spatial analysis and coupling models to explore the basic characteristics and evolutionary trends of the land spatial structure in Zhongshan city in 2000, 2011, 2022, and 2035. Through research, it is found that (1) in general, the urban space is divided into different geometric forms by the water network system. The spatial structure of living land is ‘fragmentation-aggregation-aggregation and fragmentation’. (2) Ecological land is concentrated in the southeast and remained relatively stable. Productive land accounts for the largest proportion in Northeast China, becoming the main area of agricultural development. (3) From 2022 to 2035, the area of productive land will increase in different ranges under four scenarios, and the area of productive land will increase the fastest under the urbanization development scenario (UDS). (4) The ecological land area increases only in the ecological protection scenario (EPS), and the area decreases in the other three scenarios. An increase in construction land area occurs in the urbanization development scenario (UDS) and nature development scenario (NDS). (5) The habitat quality of Zhongshan city showed a significant decline from 2000 to 2022. In 2035, the habitat quality will significantly improve in the ecological protection scenario (EPS) and sustainable development scenario (SDS) scenarios, and the ecological regions in Southeast China will be significantly clustered and expanded.
- Research Article
1
- 10.3897/natureconservation.53.102810
- Aug 16, 2023
- Nature Conservation
Habitat quality reflects the level of biodiversity, and habitat maintenance functions are related to human well-being and ecosystem stability. Ningxia Hui Autonomous Region is a typical ecologically fragile region in Western China with complex human-nature relationships. Maintaining good habitat is not only a fundamental requirement for biodiversity conservation but also a necessary path for sustainable regional development. In this study, we assessed and analysed the spatial and temporal patterns and changes in habitat quality in Ningxia from 2000 to 2020, and explored the driving factors of habitat quality using a geographically weighted regression (GWR) model. The results indicated: (1) The overall habitat quality level in Ningxia was low to intermediate, with an upwards and then downwards trend during the past 20 years, showing a small change in overall magnitude. (2) The high- and higher-level habitat quality patches in Ningxia were mainly distributed in areas with high vegetation cover, such as the Helan Mountain and Liupan Mountain. The patches of moderate-level habitat quality mainly included cultivated land, while the low- and lower-level patches were mainly distributed in areas subjected to more frequent human activities, such as cultivated land and construction land. (3) The spatial and temporal distribution patterns and changes in habitat quality in Ningxia from 2000 to 2020 were mainly influenced by fractional vegetation cover (FVC), soil moisture content (SMC), proportion of construction land area (PCL), and proportion of cultivated land area (CLP). Among them, FVC and SMC were positive driving factors, and PCL and CLP were negative driving factors. The results support that increasing vegetation cover and reducing anthropogenic disturbance to natural habitats are important measures to maintain fragile habitats and that key ecological function areas such as nature reserves are crucial for habitat quality protection in ecologically fragile areas.
- Preprint Article
2
- 10.1101/2022.12.20.521249
- Dec 21, 2022
Abstract Exploring the spatial and temporal evolution characteristics of land use and its driving force can provide scientific basis for the construction of regional ecological civilization. Based on the remote sensing cloud computing platform of Google Earth Engine (GEE), the study took the remote sensing images of the three periods of 2000, 2010 and 2020 as the basic data and interpreted them to obtain the basic land use data of Putian city and its five districts and counties. The land-use change characteristics of Putian city in those periods were systematically analyzed by using the methods of single land-use dynamics and Geo-informatic Tupu, so as to reveal the Tupu characteristics of land-use transfer and the spatial-temporal evolution pattern in the past 20 years. Then social and economic development indicators were selected to further explore the key driving force of land-use evolution in the study area by canonical correspondence analysis. The results showed that: 1) the land use structure of Putian city was mainly composed of cultivated land and forest land, and the other land types were embedded in them and the built-up land continued to expand outward. 2) The spatial distribution of Tupu units of land use transfer in Putian city was significantly different, change types of land use were diversified and the areas of cultivated land and grassland transferred out were the most obvious. Different degrees of cultivated land abandonment had occurred in various regions. Putian city was facing great challenges in ensuring food security and curbing the non-agricultural and non grain of cultivated land. 3) The macro-economic development in a specific period, especially the urban expansion and the development of the secondary industry caused by the merger of cities and counties, were the key factors driving the spatial and temporal evolution of land use and the differential distribution pattern in Putian city. The author suggested that land resources should be used efficiently in addition to optimizing the layout of land use and carrying out the renovation of abandoned land. Therefore, the study proposed to strengthen the scientific planning and effective regulation of land use, combine spatial and temporal resources of cultivated land with agriculture, culture and tourism, and build ecological barriers and ecological corridors to ensure the coordinated and sustainable development of regional ecology and economy.
- Research Article
1
- 10.3389/fevo.2024.1401291
- Nov 13, 2024
- Frontiers in Ecology and Evolution
IntroductionThis study focuses on the Ganqing section of the Yellow River Basin, exploring four land use scenarios: natural development, cropland protection, ecological protection, and rapid development. Given the ecological importance of this area, the research aims to evaluate how each scenario impacts habitat quality and land use sustainability by 2030.MethodsThe Future Land Use Simulation (FLUS) model and the Integrated Valuation of Environmental Services and Tradeoffs (InVEST) model were applied to simulate land use for each scenario. A habitat quality pattern and coupling coordination degree model was used to assess the interactions between land use and land cover change (LULCC) and habitat quality under different scenarios.ResultsFindings show that over 70% of the Ganqing section of the Yellow River Basin is primarily grassland. By 2030, the ecological protection scenario is predicted to have the highest habitat quality, followed by the natural development, rapid development, and cropland protection scenarios. Between 1990 and 2030, the area demonstrates predominantly high or moderate coordination between land use and habitat quality. Spatial analysis reveals lower coordination values in the southeast and higher values in the northwest, with imbalanced recession zones distributed around valley basins.DiscussionThis study highlights the value of strategic scenario planning in enhancing habitat quality and promoting sustainable land management in the Ganqing section of the Yellow River Basin. The ecological protection scenario shows the most promise for balancing development with habitat preservation, underscoring the importance of adopting land use policies that support ecological sustainability in vulnerable areas.
- Research Article
- 10.1007/s10661-025-13994-8
- Apr 11, 2025
- Environmental monitoring and assessment
Under the context of climate change, the energy exchange mechanisms between terrestrial ecosystems and the atmosphere are highly complex. This study investigates the impact of land cover changes on solar radiation using China's land cover data and surface solar radiation absorption data. We analyze the data changes over two adjacent periods and integrate additional factors to explore the impacts of surface cover changes on solar radiation. The results indicate that:(1) Although grassland and bare land are the land categories with the largest area share, their radiation absorption capacity is significantly lower than that of water body and forests. (2) During 2001-2020, 84.94% of land remains unchanged, but the expansion of the forested land and the reduction of the bare land in the changed areas have a significant impact on the radiation absorption, which suggests that the policy should focus on the restoration of the forested land of the arid area, bare land on the edge of the city, and greening, so as to minimize the intervention cost and maximize the benefits of climate moderation. This study provides a key theoretical basis for constructing a comprehensive evaluation model of "land-climate-ecology" synergy by revealing the multi-process coupling mechanism and cascading response relationship of solar radiation absorption by land cover change.
- Research Article
1
- 10.13930/j.cnki.cjea.200438
- May 25, 2021
- CHINESE JOURNAL OF ECO-AGRICULTURE
- Research Article
6
- 10.13930/j.cnki.cjea.200221
- May 1, 2021
- CHINESE JOURNAL OF ECO-AGRICULTURE
- Research Article
- 10.13930/j.cnki.cjea.200776
- Apr 1, 2021
- Chinese Journal of Eco-agriculture
- Research Article
1
- 10.13930/j.cnki.cjea.200429
- Jan 1, 2021
- Chinese Journal of Eco-agriculture
- Research Article
4
- 10.13930/j.cnki.cjea.200135
- May 26, 2020
- Chinese Journal of Eco-agriculture
- Research Article
2
- 10.13930/j.cnki.cjea.200375
- May 20, 2020
- Chinese Journal of Eco-agriculture
- Research Article
1
- 10.13930/j.cnki.cjea.190150
- Oct 25, 2019
- CHINESE JOURNAL OF ECO-AGRICULTURE
- Research Article
- 10.13930/j.cnki.cjea.180568
- Jan 1, 2019
- CHINESE JOURNAL OF ECO-AGRICULTURE
- Research Article
- 10.13930/j.cnki.cjea.180797
- Oct 1, 2018
- CHINESE JOURNAL OF ECO-AGRICULTURE
- Research Article
- 10.13930/j.cnki.cjea.170647
- Mar 1, 2018
- CHINESE JOURNAL OF ECO-AGRICULTURE
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