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Urban Waterfront Regeneration on Ecological and Historical Dimensions: Insight from a Unique Case in Beijing, China 生态与历史维度上的城市滨水区改造:中国北京独特案例的启示
IF 3.9 2区 环境科学与生态学 Q2 Environmental Science Pub Date : 2024-05-13 DOI: 10.3390/land13050674
Lulu Chen, Hong Leng, Jian Dai, Yi Liu, Ziqing Yuan
To address current ecological issues and a lack of historical preservation in Beijing’s waterfront, it has become necessary to establish an urban design project that optimizes these aspects. This study focuses on “Beijing’s Waterfront Overall Urban Design,” a project that integrates government requirements with Beijing’s waterfront urban design characteristics and problems to establish an urban layer system from two dimensions: historical and ecological. It explores how the urban layer system can be applied to Beijing’s overall waterfront urban design, from investigation to evaluation, analysis, visualization, and strategy development. First, an urban layer system for Beijing’s waterfront was established from a historical perspective, based on urban setting and construction stages and space utilization, referring to the literature and field surveys. The evolution of urban layers of waterbodies, the water–city relationship, and water functions was systematically analyzed. Second, an urban layer system was established for the ecological dimension of Beijing’s waterfront based on a literature review, expert interviews, and analytic hierarchy process methods. It included four urban layers: waterbody, greening, shoreline, and ecological function. The quality of the ecological urban design of 54 waterfront reaches in Beijing was evaluated using questionnaires and field surveys. Third, a series of urban layer maps was generated using the mapping method. Finally, urban design strategies were developed based on the combined historical and ecological characteristics and problems of Beijing’s waterfront. The results of this study and the concept of an urban layer system for waterfront urban design can benefit waterfront urban design projects and future studies.
为解决目前北京滨水区的生态问题和历史保护缺失问题,有必要建立一个优化这些方面的城市设计项目。本研究以 "北京滨水区总体城市设计 "项目为中心,将政府要求与北京滨水区城市设计的特点和问题相结合,从历史和生态两个维度建立城市层系统。从调查、评估、分析、可视化和策略制定等方面,探讨了如何将城市层系统应用于北京滨水整体城市设计。首先,参考文献和实地调查,根据城市环境和建设阶段以及空间利用情况,从历史角度建立了北京滨水区城市层体系。系统分析了水体城市层的演变、水城关系和水功能。其次,基于文献综述、专家访谈和层次分析法,建立了北京滨水区生态维度的城市层体系。它包括四个城市层:水体层、绿化层、岸线层和生态功能层。通过问卷调查和实地考察,对北京 54 处滨水区的生态城市设计质量进行了评估。第三,利用制图法生成了一系列城市图层地图。最后,结合北京滨水区的历史和生态特点及存在的问题,制定了城市设计策略。本研究的成果和滨水城市设计的城市层系统概念将对滨水城市设计项目和未来研究有所裨益。
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引用次数: 0
A New Approach to Landscape Visual Quality Assessment from a Fine-Tuning Perspective 从微调角度评估景观视觉质量的新方法
IF 3.9 2区 环境科学与生态学 Q2 Environmental Science Pub Date : 2024-05-13 DOI: 10.3390/land13050673
Rong Fan, Yingze Chen, Ken P. Yocom
Various methods for evaluating the visual quality of landscapes have been continuously studied. In the era of the rapid development of big data, methods to obtain evaluation data efficiently and accurately have received attention. However, few studies have been conducted to optimize the evaluation methods for landscape visual quality. Here, we aim to develop an evaluation model that is model fine-tuned using Scenic Beauty Evaluation (SBE) results. In elucidating the methodology, it is imperative to delve into the intricacies of refining the evaluation process. First, fine-tuning the model can be initiated with a scoring test on a small population, serving as an efficient starting point. Second, determining the optimal hyperparameter settings necessitates establishing intervals within a threshold range tailored to the characteristics of the dataset. Third, from the pool of fine-tuned models, selecting the one exhibiting optimal performance is crucial for accurately predicting the visual quality of the landscape within the study population. Lastly, through the interpolation process, discernible differences in landscape aesthetics within the core monitoring area can be visually distinguished, thereby reinforcing the reliability and practicality of the new method. In order to demonstrate the efficiency and practicality of the new method, we chose the core section of the famous Beijing–Hangzhou Grand Canal in Wujiang District, China, as a case study. The results show the following: (1) Fine-tuning the model can start with a scoring test on a small population. (2) The optimal hyperparameter setting intervals of the model need to be set in a threshold range according to different dataset characteristics. (3) The model with optimal performance is selected among the four fine-tuning models for predicting the visual quality of the landscape in the study population. (4) After the interpolation process, the differences in landscape aesthetics within the core monitoring area can be visually distinguished. We believe that the new method is efficient, accurate, and practically applicable for improving landscape visual quality evaluation.
人们一直在研究各种景观视觉质量的评价方法。在大数据飞速发展的时代,高效、准确地获取评价数据的方法受到了关注。然而,针对景观视觉质量评价方法的优化研究却很少。在此,我们旨在开发一种利用风景美学评价(SBE)结果进行模型微调的评价模型。在阐明该方法时,必须深入探讨完善评价过程的复杂性。首先,对模型的微调可以从小范围的评分测试开始,这是一个有效的起点。其次,确定最佳超参数设置需要根据数据集的特点在阈值范围内建立区间。第三,从经过微调的模型库中选出表现最佳的模型,对于准确预测研究人群中景观的视觉质量至关重要。最后,通过插值过程,可以直观地分辨出核心监测区域内景观美学的明显差异,从而加强了新方法的可靠性和实用性。为了证明新方法的高效性和实用性,我们选择了中国吴江区著名的京杭大运河核心段作为案例。结果显示如下:(1) 对模型的微调可以从小范围的评分测试开始。(2) 模型的最优超参数设置区间需要根据不同的数据集特征设置阈值范围。(3) 从四个微调模型中选出性能最优的模型,用于预测研究人群的景观视觉质量。(4) 经过插值处理后,可以直观地区分核心监测区域内的景观美学差异。我们认为,新方法在改善景观视觉质量评价方面是高效、准确和实用的。
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引用次数: 0
Temporal and Spatial Response of Ecological Environmental Quality to Land Use Transfer in Nanling Mountain Region, China Based on RSEI: A Case Study of Longnan City 基于 RSEI 的中国南岭山区生态环境质量对土地利用转移的时空响应:陇南市案例研究
IF 3.9 2区 环境科学与生态学 Q2 Environmental Science Pub Date : 2024-05-13 DOI: 10.3390/land13050675
Qiulin Xiong, Qingwen Hong, Wenbo Chen
Nanling Mountain region is a typical southern hilly region, which plays an important ecological and environmental protection role in China’s overall land protection pattern. Based on the remote sensing image data of Longnan City in Nanling Mountain region in 2013, 2018 and 2023, this paper interpreted the land use type and analyzed the land use transfer situation by using land use transfer flow, and a land use transfer matrix. At the same time, based on the remote sensing ecological index (RSEI) model, the ecological environmental quality of Longnan City from 2013 to 2023 was retrieved. The temporal and spatial response model of the ecological environmental quality to land use transfer in Longnan City from 2013 to 2023 was discussed based on spatial autocorrelation and a geographical detector. The results show that from 2013 to 2023, the decrease of forest land (16.23 km2) and the increase of construction land (13.25 km2) were the main land use transfers in Longnan City. The ecological environment indexes of Longnan City in 2013, 2018 and 2023 were 0.789, 0.917 and 0.872, respectively, showing a trend of “first rising and then decreasing”. The ecological environmental quality in the north of Longnan City was significantly lower than that in the south, and the poor ecological quality area appeared in and around the northern main urban area, showing a trend of “inward contraction”. Forest land, garden land, grassland, cultivated land and water area have a positive impact on ecological environmental quality, while traffic land, construction land and other land have a negative impact on ecological environmental quality. The response of ecological environmental quality to different land use transfer modes is related to the change of the overall ecological environmental quality. The interaction between land use and land cover change (LUCC) and other factors had a great impact on the evolution of ecological environmental quality in Longnan City.
南岭山区是典型的南方丘陵地区,在我国国土保护大格局中具有重要的生态环境保护作用。本文基于南岭山区陇南市 2013 年、2018 年和 2023 年的遥感影像数据,利用土地利用流转流量和土地利用流转矩阵,对土地利用类型进行了解读,并对土地利用流转情况进行了分析。同时,基于遥感生态指数(RSEI)模型,检索了龙南市 2013 年至 2023 年的生态环境质量。基于空间自相关和地理探测器,探讨了陇南市 2013-2023 年生态环境质量对土地利用转移的时空响应模型。结果表明,2013-2023 年,林地减少(16.23 km2)和建设用地增加(13.25 km2)是陇南市土地利用转移的主要特征。2013年、2018年和2023年陇南市生态环境指数分别为0.789、0.917和0.872,呈现 "先升后降 "的趋势。陇南市北部生态环境质量明显低于南部,北部主城区及周边出现生态环境质量较差区域,呈现 "内缩 "趋势。林地、园地、草地、耕地和水域对生态环境质量有正向影响,交通用地、建设用地和其他用地对生态环境质量有负向影响。生态环境质量对不同土地利用流转模式的响应关系到整体生态环境质量的变化。土地利用和土地覆被变化(LUCC)与其他因素之间的相互作用对陇南市生态环境质量的演变产生了重大影响。
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引用次数: 0
Spatio-Temporal Evolution and Multi-Scenario Simulation of Non-Grain Production on Cultivated Land in Jiangsu Province, China 中国江苏省耕地非粮食生产的时空演变与多情景模拟
IF 3.9 2区 环境科学与生态学 Q2 Environmental Science Pub Date : 2024-05-13 DOI: 10.3390/land13050670
Chengge Jiang, Lingzhi Wang, Wenhua Guo, Huiling Chen, Anqi Liang, Mingying Sun, Xinyao Li, Hichem Omrani
Cultivated land plays a crucial role as the basis of grain production, and it is essential to effectively manage the unregulated expansion of non-grain production (NGP) on cultivated land in order to safeguard food security. The study of NGP has garnered significant attention from scholars, but the prediction of NGP trends is relatively uncommon. Therefore, we focused on Jiangsu Province, a significant grain production region in China, as the study area. We extracted data on cultivated land for non-grain production (NGPCL) in 2000, 2005, 2010, 2015, and 2019, and calculated the ratio of non-grain production (NGPR) for each county unit in the province. On this basis, Kernel Density Estimation (KDE) and spatial autocorrelation analysis tools were utilized to uncover the spatio-temporal evolution of NGP in Jiangsu Province. Finally, the Patch-Generating Land Use Simulation (PLUS) model was utilized to predict the trend of NGP in Jiangsu Province in 2038 under the three development scenarios of natural development (NDS), cultivated land protection (CPS), and food security (FSS). After analyzing the results, we came to the following conclusions:(1) During the period of 2000–2019, the NGPCL area and NGPR in Jiangsu Province exhibited a general decreasing trend. (2) The level of NGP displayed a spatial distribution pattern of being “higher in the south and central and lower in the north”. (3) The results of multi-scenario simulation show that under the NDS, the area of NGPCL and cultivated land for grain production (GPCL) decreases significantly; under the CPS, the decrease in NGPCL and GPCL is smaller than that of the NDS. Under the FSS, NGPCL decreases, while GPCL increases. These results can provide reference for the implementation of land use planning, the delineation of the cultivated land protection bottom line, and the implementation of thee cultivated land use control system in the study area.
耕地作为粮食生产的基础发挥着至关重要的作用,因此必须有效管理耕地上非粮食生产(NGP)的无序扩张,以保障粮食安全。对非粮生产的研究已引起学者们的高度重视,但对非粮生产趋势的预测却相对较少。因此,我们将中国重要的粮食产区江苏省作为研究区域。我们提取了 2000 年、2005 年、2010 年、2015 年和 2019 年的非粮食生产耕地(NGPCL)数据,并计算了该省每个县级单位的非粮食生产比率(NGPR)。在此基础上,利用核密度估计(KDE)和空间自相关分析工具,揭示了江苏省非粮生产的时空演变过程。最后,利用 "斑块生成土地利用模拟(PLUS)"模型预测了江苏省在自然发展(NDS)、耕地保护(CPS)和粮食安全(FSS)三种发展情景下,2038 年的NGP变化趋势。经过分析,我们得出以下结论:(1)2000-2019 年期间,江苏省 NGPCL 面积和 NGPR 总体呈下降趋势。(2)天然气发电量水平呈现出 "中南部高、北部低 "的空间分布格局。(3) 多情景模拟结果表明,在 NDS 条件下,NGPCL 和粮食生产耕地面积(GPCL)显著减少;在 CPS 条件下,NGPCL 和 GPCL 的减少幅度小于 NDS。在 FSS 条件下,NGPCL 减少,而 GPCL 增加。这些结果可为研究区土地利用规划的实施、耕地保护底线的划定以及耕地用途管制制度的实施提供参考。
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引用次数: 0
Evaluation and Influential Factors of Urban Land Use Efficiency in Yangtze River Economic Belt 长江经济带城市土地利用效率评价及影响因素
IF 3.9 2区 环境科学与生态学 Q2 Environmental Science Pub Date : 2024-05-13 DOI: 10.3390/land13050671
Dongqing Han, Zhengxu Cao
The study of urban land use efficiency is of great significance for optimizing the spatial allocation of urban land, thereby promoting the intensive use of urban land and the transformation of economic development modes. Taking the Yangtze River Economic Belt (YREB) as the study object, we chose the undesirable Slacks-Based Measure (SBM) model to calculate the urban land use efficiency (ULUE). Then, we utilized the spatial correlation analysis and econometric methods to discuss its spatio-temporal features and influential factors. The results show the following: (1) The urban land use efficiency in the YREB steadily improved from 2010 to 2022, but the inter-regional efficiency gap evidently increased. (2) There is an efficiency value to be found in a multi-center network structure, and it forms a “core-periphery” distribution pattern. The high-efficiency areas in the downstream and upstream regions of the YREB are gradually increasing, while the efficiency value in the midstream area remains low. (3) The urban efficiency values have strong correlation, and they are mainly “High-High agglomeration” and “Low-Low agglomeration”, and they show significant regional characteristics. (4) The economic level, industrial structure, and urbanization have obvious motivating effects on ULUE, and the positive spatial spillover effect is clear. The foreign direct investment and land finance hinder the boost of efficiency, and the latter has a negative spatial spillover role on the ULUE in the downstream cities.
城市土地利用效率研究对于优化城市土地空间配置,促进城市土地集约利用和经济发展方式转变具有重要意义。以长江经济带(YREB)为研究对象,我们选择了不理想的基于松弛度量(SBM)模型来计算城市土地利用效率(ULUE)。然后,利用空间相关分析和计量经济学方法探讨其时空特征和影响因素。结果显示如下(1)从 2010 年到 2022 年,长三角地区城市土地利用效率稳步提高,但区域间效率差距明显扩大。(2)多中心网络结构存在效率价值,并形成 "核心-外围 "分布格局。永利娱乐国际机场下游和上游地区的高效率区域逐渐增加,而中游地区的效率值仍然较低。(3)城市效率值具有较强的相关性,以 "高-高集聚 "和 "低-低集聚 "为主,表现出明显的区域特征。(4)经济水平、产业结构、城市化对 ULUE 有明显的激励作用,空间正溢出效应明显。外商直接投资和土地财政阻碍了效率的提升,后者对下游城市的 ULUE 具有负的空间溢出作用。
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引用次数: 0
A Land Cover Change Detection Approach to Assess the Effectiveness of Conservation Projects: A Study Case on the EU-Funded LIFE Projects in São Miguel Island, Azores (2002–2021) 评估保护项目有效性的土地覆盖变化检测方法:亚速尔群岛圣米格尔岛欧盟资助的 LIFE 项目研究案例(2002-2021 年)
IF 3.9 2区 环境科学与生态学 Q2 Environmental Science Pub Date : 2024-05-12 DOI: 10.3390/land13050666
Rafaela Tiengo, Silvia Merino-De-Miguel, Jéssica Uchôa, Artur Gil
Small oceanic islands, such as São Miguel Island in the Azores (Portugal), face heightened susceptibility to the adverse impacts of climate change, biological invasions, and land cover changes, posing threats to biodiversity and ecosystem functions and services. Over the years, persistent conservation endeavors, notably those supported by the EU LIFE Programme since 2003, have played a pivotal role in alleviating biodiversity decline, particularly in the eastern region of São Miguel Island. This study advocates the application of remote sensing data and techniques to support the management and effective monitoring of LIFE Nature projects with land cover impacts. A land cover change detection approach utilizing Rao’s Q diversity index identified and assessed changes from 2002 to 2021 in intervention areas. The study analyzed the changes in LIFE project areas using ASTER, Landsat 8, and Sentinel 2 data through Google Earth Engine on Google Colab (with Python). This methodological approach identified and assessed land cover changes in project intervention areas within defined timelines. This technological integration enhances the potential of remote sensing for near-real-time monitoring of conservation projects, making it possible to assess their land cover impacts and intervention achievements.
亚速尔群岛(葡萄牙)的圣米格尔岛等海洋小岛更容易受到气候变化、生物入侵和土地覆盖变化的不利影响,对生物多样性以及生态系统功能和服务构成威胁。多年来,坚持不懈的保护工作,特别是自 2003 年以来由欧盟 LIFE 计划支持的工作,在缓解生物多样性衰退方面发挥了关键作用,尤其是在圣米格尔岛东部地区。本研究提倡应用遥感数据和技术来支持管理和有效监测对土地覆被有影响的 LIFE 自然项目。利用 Rao's Q 多样性指数的土地覆被变化检测方法确定并评估了干预区域从 2002 年到 2021 年的变化。该研究利用 ASTER、Landsat 8 和 Sentinel 2 数据,通过 Google Colab 上的 Google 地球引擎(使用 Python)分析了 LIFE 项目区的变化。这种方法确定并评估了项目干预区在规定时间内的土地覆被变化。这种技术整合增强了遥感技术对保护项目进行近实时监测的潜力,使评估其土地覆被影响和干预成果成为可能。
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引用次数: 0
Institutional, Ecological, Economic, and Socio-Cultural Sustainability—Evidence from Ponjavica Nature Park 制度、生态、经济和社会文化的可持续性--庞加维察自然公园提供的证据
IF 3.9 2区 环境科学与生态学 Q2 Environmental Science Pub Date : 2024-05-12 DOI: 10.3390/land13050669
Vladica Ristić, Igor Trišić, S. Štetić, M. Maksin, Florin Nechita, A. Candrea, Marko Pavlović, Andreea Hertanu
The Nature Park Ponjavica (NP) is the habitat of strictly protected plant and animal species, located in AP Vojvodina, in southern Banat (Northern Serbia). The area of the park covers 302.96 ha. Protection zones I, II, and III have been established in the protected area of the NP. The NP includes the middle course of the Ponjavica River, which has preserved characteristics of watercourses of plain areas and coastal remains of wetland habitats. The most valuable area of this park in terms of protection is an island with an area of slightly less than 1 hectare. According to the IUCN (International Union for Conservation of Nature), the NP is classified as the fourth category—Habitat and species management area. The good geographical position of NP is one of its main characteristics. The NP can be a destination where specific forms of tourism can be developed, such as ecotourism, nature-based tourism, birdwatching, scientific and research tourism, etc. Numerous historical sites represent a significant potential for the development of cultural tourism. The research examined the influence of institutional, economic, ecological, and socio-cultural sustainability on the respondents’ satisfaction. The quantitative methodology in this research included a questionnaire as a survey instrument for respondents. A total of 547 residents were surveyed. The results of the research indicate that there is considerable satisfaction among residents with sustainable tourism. The results of the research can help in the development of numerous tourism development strategies in which the wetland is the primary resource.
庞亚维察自然公园(NP)位于伏伊伏丁那自治省巴纳特南部(塞尔维亚北部),是受严格保护的动植物物种的栖息地。公园面积为 302.96 公顷。在国家公园的保护区内设立了 I、II 和 III 保护区。国家公园包括庞亚维察河的中游河道,该河道保留了平原地区水道的特征和湿地栖息地的沿岸遗迹。该公园最有保护价值的区域是一个面积略小于 1 公顷的岛屿。根据世界自然保护联盟(IUCN)的分类,该国家公园被列为第四类--栖息地和物种管理区。良好的地理位置是国家公园的主要特点之一。国家公园可以成为开发特定形式旅游的目的地,如生态旅游、自然旅游、观鸟、科学和研究旅游等。众多历史古迹为发展文化旅游提供了巨大潜力。研究考察了制度、经济、生态和社会文化可持续性对受访者满意度的影响。本研究采用定量方法,将问卷作为受访者的调查工具。共有 547 名居民接受了调查。研究结果表明,居民对可持续旅游业的满意度相当高。研究结果有助于制定众多以湿地为主要资源的旅游发展战略。
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引用次数: 0
Spatial Distribution of Relationship between Historical Monuments and Tourism: The Case Study of Bihor County in Romania 历史古迹与旅游业关系的空间分布:罗马尼亚比霍尔县案例研究
IF 3.9 2区 环境科学与生态学 Q2 Environmental Science Pub Date : 2024-05-12 DOI: 10.3390/land13050668
G. Herman, Lucian Blaga, Claudiu Filimon, T. Caciora, L. Filimon, Laura Mariana Herman, Jan A. Wendt
Tourism is one of the emerging branches of the economy, playing an important role in the development of specific economies within local communities. In this context, the perspectives of exploiting historical monuments, seen as raw material in the tourism industry, represent a desirable goal worth considering at the locality and territorial administrative unit level. The purpose of this study is to highlight the relationship between historical monuments, viewed as factors generating tourist motivation and tourism. This was made possible by conducting a spatial analysis (at the level of territorial administrative units and localities) of the defining criteria for historical monuments and tourism in Bihor County, Romania. The research methodology involved the use of multicriteria analysis to identify and establish the types of relationships between historical monuments and tourism, at a spatial level. The results of the study aimed to present an image of the spatial distribution of the characteristics of historical monuments and tourism, as well as to establish and depict spatial relationships between them, thus partially confirming the working hypothesis that the number and importance of historical monuments influence and determine tourist activity within a given area. Thus, although the studied area has 455 historical monuments, they are not exploited from a tourist point of view, with there being no strong relationships, except at the level of 19 territorial administrative units (18.8%), respectively, in 15 localities (3.3%). Among them, the obtained values stand out for the territorial administrative units of Oradea and Biharia, respectively, in the localities of Oradea and Beiuș.
旅游业是新兴的经济分支之一,在当地社区特定经济的发展中发挥着重要作用。在此背景下,历史古迹被视为旅游业的原材料,其开发利用前景是一个值得在地方和领土行政单位层面考虑的理想目标。本研究的目的是强调历史遗迹与旅游业之间的关系,历史遗迹被视为产生旅游动机的因素。为此,我们对罗马尼亚比霍尔县的历史古迹和旅游业的界定标准进行了空间分析(在领土行政单位和地方层面)。研究方法包括使用多标准分析,在空间层面上确定和建立历史古迹与旅游业之间的关系类型。研究结果旨在展示历史古迹和旅游业特征的空间分布图像,以及建立和描述它们之间的空间关系,从而部分证实了工作假设,即历史古迹的数量和重要性影响并决定了特定区域内的旅游活动。因此,尽管研究地区有 455 处历史古迹,但从旅游角度来看,这些古迹并没有得到开发利用,除了 19 个领土行政单位(18.8%)和 15 个地方(3.3%)之外,两者之间没有密切的关系。其中,奥拉迪亚(Oradea)和比哈里亚(Biharia)地区的行政单位,分别在奥拉迪亚和贝乌ș 这两个地方获得的数值最为突出。
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引用次数: 0
Unraveling the Dynamic Relationship between Neighborhood Deprivation and Walkability over Time: A Machine Learning Approach 揭示邻里贫困与步行能力随时间变化的动态关系:一种机器学习方法
IF 3.9 2区 环境科学与生态学 Q2 Environmental Science Pub Date : 2024-05-12 DOI: 10.3390/land13050667
Qian Wang, Guie Li, Min Weng
Creating a walkable environment is an essential step toward the 2030 Sustainable Development Goals. Nevertheless, not all people can enjoy a walkable environment, and neighborhoods with different socioeconomic status are found to vary greatly with walkability. Former studies have typically unraveled the relationship between neighborhood deprivation and walkability from a temporally static perspective and the produced estimations to a point-in-time snapshot were believed to incorporate great uncertainties. The ways in which neighborhood walkability changes over time in association with deprivation remain unclear. Using the case of the Hangzhou metropolitan area, we first measured the neighborhood walkability from 2016 to 2018 by calculating a set of revised walk scores. Further, we applied a machine learning algorithm, the kernel-based regularized least squares regression in particular, to unravel how neighborhood walkability changes in relation to deprivation over time. The results not only capture the nonlinearity in the relationship between neighborhood deprivation and walkability over time, but also highlight the marginal effects of each neighborhood deprivation indicator. Additionally, comparisons of the outputs between the machine learning algorithm and OLS regression illustrated that the machine learning approach did tell a different story and should contribute to remedying the contradictory conclusions in earlier studies. This paper is believed to renew the understanding of social inequalities in walkability by bringing the significance of temporal dynamics and structural interdependences to the fore.
创造适宜步行的环境是实现 2030 年可持续发展目标的重要一步。然而,并不是所有人都能享受到适宜步行的环境,不同社会经济地位的社区在适宜步行程度方面也存在很大差异。以往的研究通常从时间静态的角度来揭示社区贫困与步行能力之间的关系,对时间点快照的估算被认为包含了很大的不确定性。居民区步行能力随时间变化与贫困之间的关系尚不清楚。以杭州大都市区为例,我们首先通过计算一组修订后的步行得分,测量了2016年至2018年的街区步行能力。此外,我们还应用了一种机器学习算法,特别是基于核的正则化最小二乘回归,来揭示街区步行能力随着时间的推移与贫困的关系是如何变化的。结果不仅捕捉到了邻里贫困程度与步行能力之间随时间变化的非线性关系,还突出了每个邻里贫困程度指标的边际效应。此外,对机器学习算法和 OLS 回归结果的比较表明,机器学习方法确实讲述了一个不同的故事,应有助于纠正早期研究中相互矛盾的结论。本文将时间动态和结构性相互依存关系的意义凸显出来,相信将有助于人们重新认识步行能力方面的社会不平等现象。
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引用次数: 0
Can Market-Oriented Allocation of Land Factors Promote the Adoption of Cropland Quality Protection Behaviors by Farmers: Evidence from Rural China 以市场为导向的土地要素分配能否促进农民采取耕地质量保护行为?来自中国农村的证据
IF 3.9 2区 环境科学与生态学 Q2 Environmental Science Pub Date : 2024-05-12 DOI: 10.3390/land13050665
Lulin Shen, Fang Wang
Protecting cropland quality is a fundamental national policy that China must adhere to for the long term. This study examines the impact of market-oriented allocation of land factors on farmers’ cropland quality protection behaviors and its mechanism of action, based on survey data from 3804 farm households in the 2020 China Rural Revitalization Survey (CRRS). The study employs the Ordered Probit (O-probit) model, the mediated effect model, and other econometric tools to analyze the data. The study found that the market-oriented allocation of land factors can significantly promote farmers’ adoption of cropland quality protection behaviors. The robustness test supports this conclusion. The market-oriented allocation of land factors indirectly promotes the adoption of cropland quality protection by expanding the plot size and improving agricultural income. The analysis of heterogeneity indicates that farmers are more likely to adopt cropland quality protection behaviors in the plains, suburban areas, or areas with better developed labor markets. Therefore, it is essential to continue promoting market-oriented reforms of rural land factors, actively promoting land transfer policies, and guiding the development of agricultural operations towards scaling, specialization, and modernization. This will achieve the rational allocation of land resources. It is important to consider geographical variations in each area when implementing policies to guarantee effective utilization and protection of cropland.
保护耕地质量是我国必须长期坚持的一项基本国策。本研究基于 2020 年中国乡村振兴调查(CRRS)中 3804 户农户的调查数据,探讨了土地要素市场化配置对农民耕地质量保护行为的影响及其作用机制。研究采用有序 Probit(O-probit)模型、中介效应模型等计量经济学工具对数据进行分析。研究发现,以市场为导向的土地要素配置能够显著促进农民采取耕地质量保护行为。稳健性检验支持了这一结论。土地要素的市场化配置通过扩大地块面积和提高农业收入间接促进了耕地质量保护行为的采取。异质性分析表明,平原地区、郊区或劳动力市场较发达地区的农民更倾向于采取耕地质量保护行为。因此,必须继续推进农村土地要素市场化改革,积极推进土地流转政策,引导农业经营向规模化、专业化、现代化方向发展。这样才能实现土地资源的合理配置。在实施政策时,必须考虑各地区的地理差异,以保证耕地的有效利用和保护。
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