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Land Use Carbon Budget Pattern and Carbon Compensation Mechanism of Counties in the Pearl River Basin: A Perspective Based on Fiscal Imbalance 珠江流域县域土地利用碳预算模式与碳补偿机制:基于财政失衡的视角
Pub Date : 2024-07-25 DOI: 10.3390/land13081141
Zhenggen Fan, Wentong Xia, Hu Yu, Ji Liu, Binghua Liu
Implementing watershed carbon compensation under the constraint of fiscal imbalance is a crucial approach for China to achieve its “dual carbon” goals. Focusing on 257 counties within the Pearl River Basin (PRB), this paper first measured and modified the land use carbon emissions, carbon absorption, and the land use carbon budget (LUCB) from 2005 to 2020. Subsequently, their spatiotemporal patterns and the changes before and after the modifications were analyzed. Finally, this paper determined the subject–object, value, and priority order of carbon compensation using the modified LUCB as the baseline value, and a carbon compensation mechanism that combines vertical and horizontal directions was constructed. The following findings were obtained: (1) At the time scale, the proportion of construction land and forestland in the land use structure increased, and carbon emissions, carbon absorption, and the LUCB showed an overall upward trend from 2005 to 2020. (2) At the spatial scale, the areas with high carbon emissions and carbon deficits were mainly located in the lower reaches of the basin, whereas the areas with high carbon absorption and carbon surpluses were widely distributed in the upper and middle reaches. The carbon deficit in urban municipal districts and resource-based counties was relatively serious. (3) In 2020, the total amount of carbon compensation in the PRB was CNY −8088.61 million. The number of counties that needed to be paid and compensated was 75 and 182, respectively. The carbon compensation mechanism constructed in this paper can provide a reference for other countries and regions with financial imbalances to achieve regional carbon neutrality.
在财政失衡的约束下实施流域碳补偿是中国实现 "双碳 "目标的重要途径。本文以珠江流域 257 个县为研究对象,首先测算并修正了 2005-2020 年土地利用碳排放量、碳吸收量和土地利用碳预算(LUCB)。随后,分析了它们的时空格局和修正前后的变化。最后,本文以修改后的土地利用碳预算为基准值,确定了碳补偿的主体、价值和优先顺序,构建了纵横结合的碳补偿机制。研究结果如下:(1)在时间尺度上,建设用地和林地在土地利用结构中的比重增加,2005-2020 年碳排放量、碳吸收量和土地利用变化和林业生产率总体呈上升趋势。(2)在空间尺度上,高碳排放区和碳赤字区主要分布在流域下游,高碳吸收区和碳盈余区广泛分布在流域中上游。市辖区和资源型县域碳赤字相对严重。(3)2020 年,珠江流域碳补偿总额为-808861 万元。需要支付和补偿的县分别为 75 个和 182 个。本文构建的碳补偿机制可为其他财政不平衡的国家和地区实现区域碳中和提供参考。
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引用次数: 0
Spatiotemporal Analysis of Economic and Ecological Coupled Coordination: A Case Study of the Beijing–Tianjin–Hebei Urban Agglomeration 经济与生态耦合协调的时空分析:京津冀城市群案例研究
Pub Date : 2024-07-25 DOI: 10.3390/land13081138
Rigala Na, Xinliang Xu, Shihao Wang
The coordination and stability of the regional economy (RE) and ecological quality (EQ) are essential for the synergistic development of the Beijing–Tianjin–Hebei urban agglomeration (BTH). In this paper, based on remote sensing data and economic statistics data, this paper analysed the current situation and evolution of the RE and EQ in the BTH region. Based on the coupled coordination degree (CCD) model, this paper has developed an evaluative framework and quantifies the spatiotemporal coupled coordination of the RE and EQ in the BTH region from 2000 to 2020. The results show that: (1) in 2020, the GDP of the poverty-stricken counties (PSCs) around BTH accounted for 4.57% of the total BTH region, and the area of high-quality ecosystems, Net Primary Productivity (NPP), soil conservation, water conservation, and sand fixation accounted for more than 40% of the total BTH region; (2) the GDP growth of the PSCs accounted for 4.45% of the total growth in BTH, the reduced area of high-quality ecosystems accounted for 21.04%, and the increase in NPP, soil conservation, water conservation, and sand fixation accounted for more than 40% of the total growth in the BTH region; (3) the CCD of the RE and EQ in the BTH region showed a tendency to increase, but the gap between the regions gradually expanded, and the development type changed from a lagging RE to a lagging EQ, in which the coupled coordination grade of the PSCs was in a dissonance stage for a long time, and the level of economic development had to improve. Deepening the understanding of the spatiotemporal coupling relationship between the RE and EQ and adopting appropriate development policies is of great significance for achieving the coordinated and integrated development of the BTH region.
区域经济(RE)和生态质量(EQ)的协调与稳定对于京津冀城市群(BTH)的协同发展至关重要。本文基于遥感数据和经济统计数据,分析了京津冀城市群区域经济(RE)和生态质量(EQ)的现状和演变。基于耦合协调度(CCD)模型,本文建立了一个评估框架,并量化了 2000 至 2020 年 BTH 地区可再生能源与环境质量的时空耦合协调度。结果表明(1)2020 年,BTH 周边贫困县 GDP 占 BTH 总量的 4.57%,优质生态系统面积、净初级生产力(NPP)、水土保持、水源涵养和固沙面积占 BTH 总量的 40%以上;(2)贫困县 GDP 增长占 BTH 总量增长的 4.45%,优质生态系统面积减少占 BTH 总量减少的 21.04%,水土保持、水源涵养和固沙面积增加占 BTH 总量增加的 20%以上;(3)2020 年,BTH 周边贫困县 GDP 增长占 BTH 总量增长的 4.45%,优质生态系统面积减少占 BTH 总量减少的 21.04%,水土保持、水源涵养和固沙面积增加占 BTH 总量增加的 20%以上。04%,氮磷钾、水土保持、水源涵养、固沙增量占 BTH 区域总增量的 40% 以上;(3)BTH 区域 RE 与 EQ 的 CCD 呈上升趋势,但区域间差距逐渐扩大,发展类型由滞后的 RE 转变为滞后的 EQ,其中 PSC 的耦合协调等级长期处于不协调阶段,经济发展水平有待提高。深化对 "RE "与 "EQ "时空耦合关系的认识,采取相应的发展政策,对于实现北京-天津区域协调一体化发展具有重要意义。
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引用次数: 0
Soil Geochemical Mapping of the Sal Island (Cape Verde): Ecological and Human Health Risk Assessment 萨尔岛(佛得角)土壤地球化学绘图:生态和人类健康风险评估
Pub Date : 2024-07-25 DOI: 10.3390/land13081139
Luísa Diniz, Gelson Carlos, Carmelita Miranda, P. Dinis, Rosa Marques, Fernando Rocha, E. F. D. Silva, Agostinho A. Almeida, Marina M. S. Cabral-Pinto
Geochemical mapping is the base of knowledge needed to determine the critical contents of potential toxic elements and the potentially hazardous regions on the planet. This work presents maps of baseline values of chemical elements in the soils of Sal Island (Cape Verde) and the assessment of their ecological and human health risks. According to the results, Ba, Co, Ni, and V baseline values are above the international guidelines for agricultural and residential proposed uses. Arsenic in the soil overlying the Ancient Eruptive Complex shows a high potential ecological risk factor. It is not clear if high As contents in soils have a geogenic or anthropogenic source. Hazard indexes (HI) were calculated for children and adults. For children, HI is higher than 1 for Co, Cr, and Mn, indicating potential non-carcinogenic risk. These elements are present in high content in soils covering Quaternary sediments, the Monte Grande-Pedra Lume Formation, and the Ancient Eruptive Complex, inducing belief in a geogenic source. For the other elements and for adults, there is no potential non-carcinogenic risk. Cancer risk (CR) was calculated for As, Cd, Cr, and Ni exposures for adults and children, and the results are mainly lower than the carcinogenic target risk value, indicating no cancer risk. Only in a few soil samples are CR results slightly higher than the carcinogenic target risk of 1 × 10−4 2 × 10−6 for adults exposed to Cr by inhalation. It is important to emphasize that these results of the health risk associated with exposure are likely to overestimate the bioavailable fractions of the elements in the soil once it is used as aqua regia instead of physiological fluids to digest the soil. However, since measured concentrations of potential toxic elements in soil reveal that they can be harmful to both the environment and human health, regional activities such as agriculture or water exploitation must be controlled by competent authorities. These conclusions highlight the insights and the applicability of soil geochemistry surveys for future policy progress, which are particularly relevant in developing countries like the Cape Verde archipelago.
地球化学制图是确定地球上潜在有毒元素临界含量和潜在危险区域所需的知识基础。这项研究绘制了萨尔岛(佛得角)土壤中化学元素的基准值图,并对其生态和人类健康风险进行了评估。结果显示,钡、钴、镍和钒的基线值均高于农业和住宅拟议用途的国际准则。古火山喷发区上覆土壤中的砷显示出较高的潜在生态风险因素。目前尚不清楚土壤中的高砷含量是来自地质还是人为因素。对儿童和成人的危害指数(HI)进行了计算。对儿童而言,钴、铬和锰的危害指数高于 1,表明存在潜在的非致癌风险。这些元素在覆盖第四纪沉积物的土壤、Monte Grande-Pedra Lume 地层和古火山喷发复合体中含量较高,因此人们相信这些元素来自地质来源。对于其他元素和成人来说,没有潜在的非致癌风险。对成人和儿童暴露于砷、镉、铬和镍的致癌风险(CR)进行了计算,结果主要低于致癌目标风险值,表明没有致癌风险。只有少数土壤样本的 CR 结果略高于成人吸入铬的致癌目标风险值 1 × 10-4 2 × 10-6。需要强调的是,一旦将土壤用作王水而不是生理液来消化土壤,这些与接触有关的健康风险结果很可能会高估土壤中元素的生物可利用部分。然而,由于土壤中潜在有毒元素的测量浓度显示,它们可能对环境和人类健康都有害,因此农业或水资源开发等区域活动必须受到主管当局的控制。这些结论强调了土壤地球化学调查对未来政策进展的洞察力和适用性,这对佛得角群岛等发展中国家尤为重要。
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引用次数: 0
Hydrological Response to Predominant Land Use and Land Cover in the Colombian Andes at the Micro-Watershed Scale 哥伦比亚安第斯山区微流域尺度上主要土地利用和土地覆盖的水文响应
Pub Date : 2024-07-25 DOI: 10.3390/land13081140
Henry Garzón Sánchez, Juan Carlos Loaiza Usuga, Jaime Ignacio Vélez Upégui
The hydrological response (HR), generally defined as the relationship between rainfall and runoff, should be understood holistically within the processes of the conversion of rainfall to evapotranspiration, surface and subsurface runoff, groundwater flow, and streamflow. The objective of this study was to evaluate the HR of three predominant land use and land cover (LULC) types in the Colombian Andes at the micro-watershed scale. Experimental micro-watersheds were established to replicate LU (pasture, and a coffee agroforestry system) and LC (natural forest). The TETIS model was applied, calibrated, and verified, and the similarity between observed flows (using level sensors and volumetric gauges) and flows simulated by the model was evaluated, relating the HR to each type of LULC. The HR included an analysis of the Water Retention and Regulation Index—IRH and Base Flow Index—IFB. The best model fit and HR were found for the agroforestry system, with a moderate NSE (0.48), R2 (0.7), RMSE (0.2), and BE (20.8%). On the other hand, a forest cover was found to guarantee the permanence of subsurface inputs and base flows to the river, as evidenced by high IRH, IFB, and water balance values. Natural forest land uses present high volumetric moisture content in the soil, corresponding to a high IFB.
水文响应(HR)一般定义为降雨与径流之间的关系,应在降雨向蒸散、地表和地下径流、地下水流和溪流的转化过程中全面理解。本研究的目的是评估哥伦比亚安第斯山脉三种主要土地利用和土地覆被类型(LULC)在微流域尺度上的 HR。建立了实验性微流域,以复制 LU(牧场和咖啡农林系统)和 LC(天然林)。对 TETIS 模型进行了应用、校准和验证,并评估了观测流量(使用水位传感器和体积测量仪)与模型模拟流量之间的相似性,将 HR 与每种 LULC 类型联系起来。HR 包括对水量保持和调节指数-IRH 和基流指数-IFB 的分析。农林系统的模型拟合度和 HR 值最佳,NSE(0.48)、R2(0.7)、RMSE(0.2)和 BE(20.8%)适中。另一方面,森林植被保证了河流地下输入和基流的持久性,这一点可以从较高的 IRH、IFB 和水平衡值中得到证明。天然林地的土壤容积含水量高,因此 IFB 值也高。
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引用次数: 0
Market Value or Meta Value? The Value of Virtual Land during the Metaverse’s Digital Era 市场价值还是元价值?元宇宙数字时代的虚拟土地价值
Pub Date : 2024-07-25 DOI: 10.3390/land13081135
A. Ruggeri, G. Marella, Laura Gabrielli
Nowadays, some of the most expensive real estate is not “real” at all. Several investors are purchasing land in the virtual world of the Metaverse. To be more accurate in the wording, they are buying “meta-estates”. This work is dedicated to opening a debate about this emerging research field within the real estate discipline. It begins by discussing market segmentation, ownership, and pricing by comparing the traditional real estate market with the virtual estate market. Furthermore, this study involved interviews with six seasoned Metaverse land investors who participated in two Analytic Hierarchy Processes (AHPs). The first AHP ranked 14 investment typologies, while the second focused on ranking and discussing the most important characteristics of meta-estates that influence the formation of prices. As a result, the most appealing investments identified were day-trading, virtual land trading (buying to resell), and virtual land development (transforming and reselling). The primary characteristics of meta-estates considered by investors include the platform (e.g., Earth 2, Sandbox), the location within the platform (proximity to famous neighbours), and the architectural design of the buildings (designed by renowned architects). It is evident that the Metaverse represents a new frontier for land investors, and the primary aim of this study was to encourage other researchers to explore and investigate this evolving field.
如今,一些最昂贵的房地产根本不是 "真实 "的。一些投资者正在虚拟世界 Metaverse 购买土地。更准确地说,他们购买的是 "元房地产"。这部作品致力于在房地产学科中展开有关这一新兴研究领域的讨论。它首先通过比较传统房地产市场和虚拟房地产市场,讨论了市场细分、所有权和定价问题。此外,本研究还采访了六位经验丰富的 Metaverse 土地投资者,他们参与了两个层次分析法(AHP)。第一个层次分析法对 14 种投资类型进行了排序,第二个层次分析法侧重于对影响价格形成的元房地产最重要特征进行排序和讨论。结果发现,最有吸引力的投资是当日交易、虚拟土地交易(买入转售)和虚拟土地开发(改造和转售)。投资者考虑的元地产的主要特征包括平台(如地球 2、沙盒)、平台内的位置(靠近著名邻居)和建筑设计(由著名建筑师设计)。很明显,对于土地投资者来说,Metaverse 是一个新的领域,本研究的主要目的是鼓励其他研究人员探索和研究这一不断发展的领域。
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引用次数: 0
Research on the Impact of Landscape Planning on Visual and Spatial Perception in Historical District Tourism: A Case Study of Laomendong 景观规划对历史街区旅游视觉和空间感知的影响研究:老门东案例研究
Pub Date : 2024-07-25 DOI: 10.3390/land13081134
Lingfang Shao, Pengfei Ma, Zijin Zhou
Exploring the impact of landscape planning on visual and spatial perception is particularly significant for historical district tourism. The existing literature offers limited insight into which historical landscapes most effectively influence tourists’ visual and spatial perceptions. Our study investigates this relationship within the cultural heritage context of Laomendong, a historical district in Nanjing, China. Utilizing the Stimulus–Organism–Response (SOR) theoretical framework, this research explored how the stylistic, symbolic, and spatial dimensions of historical landscapes influence tourists’ visual and spatial perceptions. Structural equation modeling (SEM) was used to test hypotheses concerning the relationships between historical landscapes, visual perception, spatial perception, and individual predispositions. The findings revealed that stylistic factors (material, color, and ornament), symbolic factors (landmark, relic, and sign), and spatial factors (openness, scale, and layout) significantly enhance visual perception and subsequently spatial perception. Visual perception plays a mediating role in the influence of historical landscapes on spatial perception. Individual predispositions, like sensation-seeking, intensify spatial perception, while destination familiarity surprisingly shows a negative effect, suggesting that over-familiarity might diminish the novelty and excitement of a spatial experience. These insights provide practical implications for the sustainable development of landscape planning in historical district tourism.
探索景观规划对视觉和空间感知的影响对于历史街区旅游尤为重要。对于哪些历史景观能最有效地影响游客的视觉和空间感知,现有文献提供的见解十分有限。我们的研究以中国南京老门东历史街区的文化遗产为背景,调查了这种关系。利用刺激-组织-反应(SOR)理论框架,本研究探讨了历史景观的风格、象征和空间维度如何影响游客的视觉和空间感知。研究采用结构方程模型(SEM)来检验有关历史景观、视觉感知、空间感知和个人倾向之间关系的假设。研究结果表明,造型因素(材料、色彩和装饰)、象征因素(地标、遗迹和标志)和空间因素(开阔度、规模和布局)能显著增强视觉感知,进而增强空间感知。视觉感知在历史景观对空间感知的影响中起着中介作用。个人倾向(如寻求感觉)会增强空间感知,而目的地的熟悉程度却出人意料地产生了负面影响,这表明过度熟悉可能会降低空间体验的新奇感和刺激感。这些见解为历史街区旅游景观规划的可持续发展提供了实际意义。
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引用次数: 0
Can China’s Cross-Regional Ecological Fiscal Transfers Help Improve the Ecological Environment?—Evidence from Hubei Province 中国跨区域生态财政转移支付能否帮助改善生态环境?
Pub Date : 2024-07-25 DOI: 10.3390/land13081132
Mengba Liu, Yanfei Xiong, Anlu Zhang
As an important incentive and constraint system to coordinate the contradiction between ecological resource protection and regional economic development, the ecological and environmental protection effect after its implementation deserves special attention, especially for China, which involves the widest scope of payment and the largest transfer and has become the largest governmental ecological compensation program in China and even in the world. Starting from the evolution of China’s eco-financial transfer system, this study conducts an empirical investigation of the ecological and environmental protection effect of the eco-financial transfer system. Such an undertaking is based on the theoretical exploration of the impact mechanism of the eco-financial transfer system to improve the ecological environment quality and based on the panel data of 40 counties in Hubei Province from 2010 to 2020. Results of the study show that the ecological financial transfer system can promote the improvement of regional ecological environment quality, but the promotion effect is insignificant. The financial funds reflect more of a financial compensation effect than a system incentive effect. The increase in the scale of ecological transfer payments is conducive to strengthening the incentive function of the system, promoting local governments to increase environmental protection expenditures and environmental regulation efforts to improve the quality of the ecological environment. Therefore, in the process of implementing ecological financial transfers from the province to the counties, the concept of ecological value contribution should be incorporated into the fund allocation process. In addition, the current ecological transfer payment fund allocation method should be reconstructed on the basis of the ecological value contribution to enhance the guiding role of “high quality and high price, more work and more gain.” The goal is to effectively stimulate the enthusiasm of local governments for ecological environmental protection. Findings have significant guidance for developing countries that are currently seeking to formulate and implement such policies.
作为协调生态资源保护与区域经济发展矛盾的重要激励约束制度,其实施后的生态环境保护效果值得特别关注,尤其是我国生态财政转移支付涉及范围最广、转移支付规模最大,已成为我国乃至世界上规模最大的政府生态补偿项目。本研究从我国生态财力转移支付制度的演变过程入手,对生态财力转移支付制度的生态环境保护效果进行实证研究。该实证研究基于对生态财政转移支付制度改善生态环境质量影响机制的理论探索,以湖北省 2010-2020 年 40 个县的面板数据为基础。研究结果表明,生态财政转移支付制度能够促进区域生态环境质量的改善,但促进作用不显著。财政资金更多体现的是资金补偿效应,而非制度激励效应。生态转移支付规模的增加有利于强化制度的激励功能,促进地方政府加大环保支出和环境监管力度,改善生态环境质量。因此,在实施省对县生态财政转移支付过程中,应将生态价值贡献理念纳入资金分配过程。此外,还应在生态价值贡献的基础上重构现行的生态转移支付资金分配方式,强化 "优质优价、多劳多得 "的导向作用。目的是有效激发地方政府生态环境保护的积极性。研究结果对目前正在寻求制定和实施此类政策的发展中国家具有重要的指导意义。
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引用次数: 0
The Impact of Catastrophic Forest Fires of 2021 on the Light Soils in Central Yakutia 2021 年灾难性森林火灾对雅库特中部轻质土壤的影响
Pub Date : 2024-07-24 DOI: 10.3390/land13081130
Alexey Desyatkin, M. Okoneshnikova, Pavel Fedorov, Alexandra Ivanova, Nikolay Filippov, R. Desyatkin
This paper presents the results of studying changes in the main parameters and properties of soils in larch and pine forests growing on sandy soils of the Lena-Vilyui interfluve of Central Yakutia, where catastrophic forest fires occurred in 2021. According to the remote monitoring information system of Rosleskhoz, in 2021, almost 8.5 million hectares of forests burned in Yakutia, which is considered as one of the largest forest fires in Russia and in the world in that year. After the fire passes through the forest floor, the content of organic matter decreases as a result of combustion processes. The acidity of the soil changes towards its alkalization due to the entry of combustion products. Changes in soil profiles occur; turbation processes begin more intensively, which in turn change the natural distribution of soil indicator values such as the organic carbon content, the pH, and the number of exchangeable bases. Due to the sharp increase in heat supply after a fire, the depth of seasonal thawing in the soils of burnt larch forests increases by a quarter and by twofold in pine forests. With the beginning of the thawing of the seasonally frozen layer, all the soils experience waterlogging, and ground water occurs above the permafrost.
本文介绍了对生长在雅库特中部勒拿河-维柳伊河交汇处沙质土壤上的落叶松和松树林土壤主要参数和性质变化的研究结果。根据俄罗斯电力公司的远程监测信息系统,2021 年,雅库特近 850 万公顷的森林被烧毁,被认为是当年俄罗斯乃至世界上最大的森林火灾之一。大火通过林地后,由于燃烧过程,有机物含量减少。由于燃烧产物的进入,土壤的酸性变为碱性。土壤剖面发生了变化;湍流过程开始加剧,进而改变了土壤指标值的自然分布,如有机碳含量、pH 值和可交换碱的数量。由于火灾后热量供应急剧增加,被烧毁的落叶松林土壤的季节性解冻深度增加了四分之一,松树林增加了两倍。随着季节性冻结层开始解冻,所有土壤都出现了涝害,冻土层上方出现了地下水。
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引用次数: 0
Dynamic Inversion Method of Calculating Large-Scale Urban Building Height Based on Cooperative Satellite Laser Altimetry and Multi-Source Optical Remote Sensing 基于卫星激光测高和多源光学遥感合作计算大规模城市建筑高度的动态反演方法
Pub Date : 2024-07-24 DOI: 10.3390/land13081120
Haobin Xia, Jianjun Wu, Jiaqi Yao, Nan Xu, Xiaoming Gao, Yubin Liang, Jianhua Yang, Jianhang Zhang, Liang Gao, Weiqi Jin, Bowen Ni
Building height is a crucial indicator when studying urban environments and human activities, necessitating accurate, large-scale, and fine-resolution calculations. However, mainstream machine learning-based methods for inferring building heights face numerous challenges, including limited sample data and slow update frequencies. Alternatively, satellite laser altimetry technology offers a reliable means of calculating building heights with high precision. Here, we initially calculated building heights along satellite orbits based on building-rooftop contour vector datasets and ICESat-2 ATL03 photon data from 2019 to 2022. By integrating multi-source passive remote sensing observation data, we used the inferred building height results as reference data to train a random forest model, regressing building heights at a 10 m scale. Compared with ground-measured heights, building height samples constructed from ICESat-2 photon data outperformed methods that indirectly infer building heights using total building floor number. Moreover, the simulated building heights strongly correlated with actual observations at a single-city scale. Finally, using several years of inferred results, we analyzed building height changes in Tianjin from 2019 to 2022. Combined with the random forest model, the proposed model enables large-scale, high-precision inference of building heights with frequent updates, which has significant implications for global dynamic observation of urban three-dimensional features.
建筑高度是研究城市环境和人类活动的重要指标,需要精确、大规模和精细的计算。然而,基于机器学习的推断建筑物高度的主流方法面临诸多挑战,包括样本数据有限和更新频率缓慢。另外,卫星激光测高技术为高精度计算建筑物高度提供了可靠的方法。在此,我们基于建筑屋顶等高线矢量数据集和 ICESat-2 ATL03 光子数据,初步计算了 2019 年至 2022 年沿卫星轨道的建筑高度。通过整合多源被动遥感观测数据,我们将推断出的建筑高度结果作为参考数据来训练随机森林模型,对 10 米尺度的建筑高度进行回归。与地面测量高度相比,利用 ICESat-2 光子数据构建的建筑高度样本优于利用建筑总层数间接推断建筑高度的方法。此外,模拟的建筑高度与单个城市范围内的实际观测数据密切相关。最后,利用几年的推断结果,我们分析了天津 2019 年至 2022 年的建筑高度变化。结合随机森林模型,所提出的模型可以实现大规模、高精度、频繁更新的建筑高度推断,对城市三维特征的全球动态观测具有重要意义。
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引用次数: 0
The Improved SBAS-InSAR Technique Reveals Three-Dimensional Glacier Collapse: A Case Study in the Qinghai–Tibet Plateau 改进型 SBAS-InSAR 技术揭示三维冰川崩塌:青藏高原案例研究
Pub Date : 2024-07-24 DOI: 10.3390/land13081126
Xinyao Wang, Jiayi Yao, Yanbo Cao, Jiaming Yao
Many debris-covered glaciers are widely distributed on the Qinghai–Tibet Plateau. Glaciers are important freshwater resources and cause disasters such as glacier collapse and landslides. Therefore, it is of great significance to monitor the movement characteristics of large active glaciers and analyze the process of mass migration, which may cause serious threats and damage to roads and people living in surrounding areas. In this study, we chose a glacier with strong activity in Lulang County, Tibet, as the study area. The complete 4-year time series deformation of the glacier was estimated by using an improved small-baseline subset InSAR (SBAS-InSAR) technique based on the ascending and descending Sentinel-1 datasets. Then, the three-dimensional time series deformation field of the glacier was obtained by using the 3D decomposition technique. Furthermore, the three-dimensional movement of the glacier and its material migration process were analyzed. The results showed that the velocities of the Lulang glacier in horizontal and vertical directions were up to 8.0 m/year and 0.45 m/year, and these were basically consistent with the movement rate calculated from the historical optical images. Debris on both sides of the slope accumulated in the channel after slipping, and the material loss of the three provenances reached 6–9 × 103 m3/year, while the volume of the glacier also decreased by about 76 × 103 m3/year due to snow melting and evaporation. The correlation between the precipitation, temperature, and surface velocity suggests that glacier velocity has a clear association with them, and the activity of glaciers is linked to climate change. Therefore, in the context of global warming, the glacier movement speed will gradually increase with the annual increase in temperature, resulting in debris flow disasters in the future summer high-temperature period.
青藏高原广泛分布着许多碎屑覆盖的冰川。冰川是重要的淡水资源,也是造成冰川崩塌和滑坡等灾害的原因。因此,监测大型活动冰川的运动特征,分析其大规模迁移过程,对可能对道路和周边地区居民造成严重威胁和破坏的冰川具有重要意义。本研究选择了西藏鲁朗县活动性较强的冰川作为研究区域。利用基于上升和下降 Sentinel-1 数据集的改进型小基线子集 InSAR(SBAS-InSAR)技术,估算了该冰川完整的 4 年时间序列形变。然后,利用三维分解技术获得了冰川的三维时间序列变形场。此外,还分析了冰川的三维运动及其物质迁移过程。结果表明,鲁朗冰川在水平方向和垂直方向上的运动速度分别高达 8.0 米/年和 0.45 米/年,与历史光学图像计算出的运动速度基本一致。滑坡后两侧的碎屑堆积在河道中,三个产地的物质流失量达到 6-9×103 立方米/年,冰川的体积也因积雪融化和蒸发而减少了约 76×103 立方米/年。降水量、温度和地表速度之间的相关性表明,冰川速度与降水量、温度和地表速度有着明显的联系,冰川的活动与气候变化有关。因此,在全球变暖的背景下,冰川运动速度将随着气温的逐年升高而逐渐加快,从而导致未来夏季高温期的泥石流灾害。
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