基于DTW与K-means算法的河北场雨及雨型分区特征研究

深入挖掘气象站点的观测降雨数据,研究区域降雨的雨型规律,对于洪涝灾害预警和减灾措施制订有重要意义.本文基于河北省2005-2017年3189个站点逐小时降雨观测数据,进行"场雨"的划定,进而提取历史上各场雨的累积雨量、时长指标.采用数据挖掘技术中的DTW相似性算法进行场雨雨型的自动归类,将场雨分成Ⅰ-Ⅶ共7种雨型,包括...     

Predicting suitable habitat for the cold-water coral Lophelia pertusa (Scleractinia)

Ecological-niche factor analysis (ENFA) was applied to the reef framework-forming cold-water coral Lophelia pertusa. The environmental tolerances of this species were assessed using readily available oceanographic data, including physical, chemical, and biological variables. L. pertusa was found at mean depths of 468 and 480 m on the regional and global scales and occupied a niche that included higher than average current speed and productivity, supporting the theory that their limited food supply is locally enhanced by currents. Most records occurred in areas with a salinity of 35, mean temperatures of 6.2–6.7  °C and dissolved oxygen levels of 6.0–6.2 ml l⁻¹. The majority of records were found in areas that were saturated with aragonite but had low concentration of nutrients (silicate, phosphate, and nitrate). Suitable habitat for L. pertusa was predicted using ENFA on a global and a regional scale that incorporated the north-east Atlantic Ocean. Regional prediction was reliable due to numerous presence points throughout the area, whereas global prediction was less reliable due to the paucity of presence data outside of the north-east Atlantic. However, the species niche was supported at each spatial scale. Predicted maps at the global scale reinforced the general consensus that the North Atlantic Ocean is a key region in the worldwide distribution of L. pertusa. Predictive modelling is an approach that can be applied to cold-water coral species to locate areas of suitable habitat for further study. It may also prove a useful tool to assist spatial planning of offshore marine protected areas. However, issues with eco-geographical datasets, including their coarse resolution and limited geographical coverage, currently restrict the scope of this approach.     

临沂市地质灾害现状及易发程度分区评价

2016年,临沂市地质灾害排查共查明了391处地质灾害隐患点,主要类型为崩塌、滑坡、泥石流、采空塌陷和岩溶塌陷,崩塌数量最多,其次为采空塌陷和岩溶塌陷。地质灾害规模以小型为主。该文详细介绍了临沂市地质环境背景条件,各类地质灾害发育现状及分布特征。在此基础上,采用"地质灾害综合危险性指数法"进行地质灾害易发性评价,运用栅格数据处理方法将临沂市划分成1350个面积相等的单元,对影响地质灾害发育的地质条件、地形地貌条件、气候植被条件、地质灾害隐患点、地质灾害规模、分布密度、活动频次和险情等要素进行量化,根据实际情况对地质灾害易发程度分级进行定性修正,将临沂市地质灾害易发程度划分为高易发区、中易发区、低易发区及不易发区4个区。预测了地质灾害发展趋势,划分了地质灾害防治分区,建议完善地质灾害预警预报系统,为临沂市应急管理局的地质灾害应急救援提供地质灾害基础背景资料。     

Spatial analysis of water quality and its suitability in farming giant freshwater prawn (Macrobrachium rosenbergii) in Negeri Sembilan region,Peninsular Malaysia

Finding potential sites for resilient prawn production in the tropical environment that also prevents wastage of natural resources is not an easy task. The purpose of this study is to evaluate water quality suitability for prawn farming in Negeri Sembilan of Peninsular Malaysia based on Geographic Information System (GIS). To achieve this goal, numerous criteria including sources of water, water temperature, water pH, sources of pollution, salinity, soil texture and availability of phytoplankton criteria were considered for the modelling process. Analytic Hierarchy Process (AHP) technique was performed to standardize the criteria and the weighting process. The weighted overlay of indicators and results were accomplished by applying the Multi‐Criteria Decision Analysis (MCDA) method in GIS. It was indicated that the Negeri Sembilan area has potential for prawn farming. The results showed that about 25 per cent (163 056.93 ha) of the area was most suitable for prawn farming, about 58 per cent (384 656.88 ha) was considered moderately suitable, while 18 per cent (117 633.49 ha) was regarded as least suitable. The study concluded that the multi‐criteria decision analysis of water quality for prawn farming is vital for regional economic planning in the Negeri Sembilan area and also significant when establishing a model for aquaculture development.     

地域功能-结构的空间组织途径——对国土空间规划实施主体功能区战略的讨论

地域功能-结构的空间组织规律是人地系统耦合研究的基本理论问题,也是开展国土空间规划、塑造可持续地理格局的基础理论。从地理学对地理过程的重复、预测、调控、优化的讨论入手,阐释了空间治理体系是现代地理学用于调控和优化可持续地理过程与格局的重要途径。采用生态-生活-生产等三生空间构成的地域功能空间结构呈现的时空演变特征,表达了地域功能-结构的空间有序性法则,阐释了地域功能与自然地理环境相协调、同一地域单元各类功能及不同单元之间冲突最小化、地域功能在不同空间尺度有效传导、以及长时间尺度综合效益最大化等空间组织目标。从可持续性出发,建立自然要素的资源、环境、生态和灾害四大属性的概念,并通过四大属性集成构成自然承载力,分析承载力的原值、余量和潜力在空间规划中的作用,形成自下而上解析空间组织的基本方法。从新空间均衡出发,基于承载力、融入位置和空间结构参量后构成的地域功能适宜性,形成自上而下解析空间组织的基本方法。进而讨论了集成两种方法形成的主体功能区具备的对空间组织与规划的基础价值和战略价值,提出主体功能区的区划、战略、制度和规划用途分离及相互关联的新思路。以实施主体功能区战略为主线、以空间降尺度传导主体功能为核心科学问题、以关键约束参数为空间结构控制性指标,讨论了数据库与地域功能谱系、功能和尺度依赖的承载力评价方法与模型库、“三区三线”的建构框架,论证了空间规划实施主体功能区战略的途径,提出地理学应着力加强大、中空间尺度（区域性）国土空间规划基础理论和方法、强化技术等科技支撑体系建设的建议。     

国土空间规划中城镇空间和城镇开发边界的划定

在2016年国务院印发的《省级空间规划试点方案》所提出的“开展基础评价”和“绘制规划底图”两项主要任务中,城镇适宜性的评价与城镇空间、城镇开发边界的划定属于核心内容,同时也是一项具有较强探索性的工作。以国家对国土空间规划的基本设想为依据,对城镇空间和城镇开发边界的概念和内涵、空间关系、相关规则进行深入探讨,确定了城镇适宜性评价与城镇空间、城镇开发边界划定的主要思路和技术路线。结合福建省空间规划的案例,分析了城镇适宜性评价与城镇空间、城镇开发边界划定的过程、方法和结果。不同于以往各部门开展的空间性规划,城镇空间和城镇开发边界的划定建立在资源环境承载能力和国土空间开发适宜性的基础评价之上,这使得城镇开发建设活动的空间布局在资源环境本底方面得到合理保障,城镇空间和城镇开发边界的划定也有了较为科学、客观的依据。此外,把基础底图的研制与城镇发展潜能、城镇开发指向的评估,以及开发建设的规模管控、空间管控、开发强度管控系统地整合起来,使得规划底图的随意性得到了较好的控制。实践表明,本文的思路和技术方法是合理可行的,这一尝试可为空间规划理论和方法体系的完善提供参考。     

Modeling spatially non-stationary land use/cover change in the lower Connecticut River Basin by combining geographically weighted logistic regression and the CA-Markov model

Simulating land use/cover change (LUCC) and determining its transition rules have been a focus of research for several decades. Previous studies used ordinary logistic regression (OLR) to determine transition rules in cellular automata (CA) modeling of LUCC, which often neglected the spatially non-stationary relationships between driving factors and land use/cover categories. We use an integrated geographically weighted logistic regression (GWLR) CA-Markov method to simulate LUCC from 2001–2011 over 29 towns in the Connecticut River Basin. Results are compared with those obtained from the OLR-CA-Markov method, and the sensitivity of LUCC simulated by the GWLR-CA-Markov method to the spatial non-stationarity-based suitability map is investigated. Analysis of residuals indicates better goodness of fit in model calibration for geographically weighted regression (GWR) than OLR. Coefficients of driving factors indicate that GWLR outperforms OLR in depicting the local suitability of land use/cover categories. Kappa statistics of the simulated maps indicate high agreement with observed land use/cover for both OLR-CA-Markov and GWLR-CA-Markov methods. Similarity in simulation accuracy between the methods suggests that the sensitivity of simulated LUCC to suitability inputs is low with respect to spatial non-stationarity. Therefore, this study provides critical insight on the role of spatial non-stationarity throughout the process of LUCC simulation.     

我国海洋功能区划的回顾性评价和新一轮编制建议

为完善我国海洋功能区划制度,提高海洋功能区划的编制和实施水平,促进其在我国海洋空间规划乃至国土空间规划中发挥应有作用,文章对我国现行海洋功能区划的实施情况进行回顾性评价,并对新一轮海洋功能区划的编制提出建议。研究结果表明:我国海洋功能区划法律地位高、管控范围广,现行海洋功能区划实施以来,通过建立定量目标管控体系、协调保障行业用海和保护海洋生态环境,对我国海洋经济和海洋生态环境的可持续发展做出巨大贡献;针对实施过程中存在的问题,新一轮海洋功能区划的编制应扩大海洋保护区的规模和种类、提高前瞻性和动态适应性、加强公众实质性参与以及完善技术体系。     

基于城市规划的城市地下空间开发适宜性评价探讨

随着城市化进程的持续推进,城市地下空间开发利用的重要性日益凸显。但各城市地下空间资源开发存在盲目性,未能与城市规划要求充分对接,亟须构建面向城市地下空间开发的适宜性评价体系。本文阐述了城市规划与地下空间开发间的关系,提出在城市规划指导下进行地下空间开发的重要性。针对不同的城市类型,需要采取针对性的探测技术,评价地质、环境、资源和技术经济等方面,并根据评价结果划分开发适宜性等级。研究认为,在城市规划指导下,运用开发适宜性评价体系,可以实现地下空间的有序可持续利用。     

国土空间规划的海洋分区研究

国土空间分区作为国土空间规划编制和自然资源统一管理的基础,对整个规划体系具有重要的支撑作用。在统一的国土空间规划体系下,用海分区既有其独立性与特殊性,也面临着陆海统筹、生态文明建设、海洋高质量发展等政策提出的 新要求。文章系统梳理了 1983 年以来海洋功能分区体系 4 次演变历程,结合国土空间规划改革对分区体系的内在需求,指出海洋功能分区体系存在未覆盖海域全域,分区层级的尺度、分工、内容和结构与国土空间规划的要求不一致,分区方案未考虑用途管制的需求,以及陆海统筹不足等问题。在剖析现有各类规划政策分区、管制分区和功能分区在国土空间规划体系中的定位和作用的基础上,提出以海洋主体功能区为基础,海洋生态红线为底线,以原海洋功能区划分区为主体,将无居民海岛纳入规划范围,并在生态、农业、城镇空间的大框架下统筹协调海陆分区,形成国土空间规划中的海洋分区体系。全国和省级国土空间规划统筹海陆主体功能,划定主体功能区,并建立海洋产业保障区名录、无居民海岛保护与利用名录和海洋自然保护地名录。市县级国土空间规划划定“功能+管制”的利用分区,共划分出海洋保护区、海洋发展区和海洋保留3个一级分区以及核心保护区、一般控制区、海水增养殖区等 12 个二级分区。