CN117474333A - Analysis method for influence of power grid engineering on biodiversity - Google Patents
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Abstract
Description
技术领域Technical field
本发明涉及一种电网工程对生物多样性影响的分析方法,属于电力施工技术领域。The invention relates to a method for analyzing the impact of power grid engineering on biodiversity, and belongs to the technical field of electric power construction.
背景技术Background technique
生物多样性指的是地球上所有生命形式的多样性,包括物种的多样性、基因的多样性以及生态系统的多样性,它是地球上各种生态系统的关键组成部分,与地球上所有生命的生存和繁衍息息相关。生物多样性维持着各种生态系统的健康和稳定,不同物种之间的相互作用、食物链的构建以及物种与环境的互动,都对生态系统的功能和稳定性起着重要作用,同时,生物多样性提供了许多生态系统服务,如水源保护、气候调节、土壤保持和自然防灾等,这些生态系统服务对于人类社会的可持续发展和福祉至关重要。Biodiversity refers to the diversity of all life forms on the earth, including species diversity, genetic diversity, and ecosystem diversity. It is a key component of various ecosystems on the earth and is closely related to all life on the earth. Survival and reproduction are closely related. Biodiversity maintains the health and stability of various ecosystems. The interactions between different species, the construction of food chains, and the interaction between species and the environment all play an important role in the function and stability of ecosystems. At the same time, biodiversity Nature provides many ecosystem services, such as water source protection, climate regulation, soil conservation, and natural disaster prevention. These ecosystem services are crucial to the sustainable development and well-being of human society.
在电网建设和维护过程中需要综合考虑生态保护因素。电网工程涉及土地使用和基础设施建设,通常会对周围的自然环境和生物多样性产生潜在的影响,但是目前对生物多样性的评估无法全面理解也无法应对复杂的生态系统和物种互动,无法全面地评估电网建设和维护过程中对生物多样性的潜在威胁和风险,因此急需进行改进。Ecological protection factors need to be comprehensively considered during power grid construction and maintenance. Grid projects involve land use and infrastructure construction, often with potential impacts on the surrounding natural environment and biodiversity. However, current assessments of biodiversity cannot fully understand and cope with complex ecosystems and species interactions, and cannot comprehensively Improvements are urgently needed to assess potential threats and risks to biodiversity during power grid construction and maintenance.
公开号为CN103413017A的中国发明专利中公开的一种基于GIS的濒危野生动物栖息地适宜性判识的方法,包括如下步骤:首先确定自然保护区内需要研究的濒危野生动物,调查保护区自然、人文状况、濒危野生动物的生活习性,然后进行野外数据采集及空间数据搜集,选取对濒危野生动物具有较强影响的自然因素及人为因素,不需要预先获得濒危野生动物活动及出现的区域,建立基于GIS的生态位模型,量化栖息地适宜性并划分为高、中、低适宜性栖息地及不适宜区域。A GIS-based method for identifying the habitat suitability of endangered wild animals disclosed in the Chinese invention patent with publication number CN103413017A includes the following steps: first determine the endangered wild animals that need to be studied in the nature reserve, and investigate the natural and Human conditions and living habits of endangered wild animals, and then carry out field data collection and spatial data collection to select natural factors and human factors that have a strong impact on endangered wild animals. There is no need to obtain the activities and occurrence areas of endangered wild animals in advance to establish GIS-based ecological niche model quantifies habitat suitability and divides it into high, medium and low suitability habitats and unsuitable areas.
上述参考例没有考虑到电网工程对生态环境以及物种多样性的影响,没有办法给出电网工程对生态影响的补救措施,因此急需进行改进。The above reference examples do not take into account the impact of power grid projects on the ecological environment and species diversity, and there is no way to provide remedial measures for the impact of power grid projects on the ecology. Therefore, improvements are urgently needed.
发明内容Contents of the invention
为了克服现有的对生物多样性的评估的效果差、容易忽略潜在威胁和风险等的缺点,本发明设计了一种电网工程对生物多样性影响的分析方法,其从不同角度全面分析电网工程对生物多样性的影响,能够更全面地评估潜在的威胁和风险。In order to overcome the shortcomings of the existing assessment of biodiversity that is ineffective and that potential threats and risks are easily overlooked, the present invention designs an analysis method for the impact of power grid projects on biodiversity, which comprehensively analyzes power grid projects from different angles. Impacts on biodiversity enable a more comprehensive assessment of potential threats and risks.
为了实现上述目的,本发明采用如下技术方案:In order to achieve the above objects, the present invention adopts the following technical solutions:
一种电网工程对生物多样性影响的分析方法,包括如下步骤:A method for analyzing the impact of power grid projects on biodiversity, including the following steps:
S1:使用GIS技术和遥感数据确定电网工程的工程区域范围,并且通过地面调查确定电网工程影响的植物和动物的物种清单,包括已知的和潜在的受影响物种,以及物种的分布信息;S1: Use GIS technology and remote sensing data to determine the scope of the power grid project's engineering area, and determine through ground surveys a list of plants and animals affected by the power grid project, including known and potentially affected species, as well as species distribution information;
S2:利用GIS技术和遥感数据分析工程区域内的生境类型和质量,建立生境模型并使用生境模型确定潜在的关键栖息地区域;S2: Use GIS technology and remote sensing data to analyze the habitat type and quality within the project area, establish a habitat model, and use the habitat model to determine potential critical habitat areas;
S3:分析电网工程对物种的直接和间接风险,包括栖息地丧失、碰撞风险和隔离效应,并且利用碰撞风险模拟,估算飞行动物与电网结构的碰撞概率;S3: Analyze the direct and indirect risks of power grid projects to species, including habitat loss, collision risk and isolation effects, and use collision risk simulation to estimate the probability of collision between flying animals and power grid structures;
S4:根据风险分析结果,制定保护措施,并且使用GIS技术和生态学模型来设计和规划用于保障动植物的迁徙以及连通性的生态通道。S4: Based on the risk analysis results, formulate protection measures, and use GIS technology and ecological models to design and plan ecological corridors to ensure the migration and connectivity of animals and plants.
进一步的,所述步骤S1具体包括:Further, the step S1 specifically includes:
S11:工程区域界定,具体包括:S11: Project area definition, including:
S11a:使用地理信息系统加载相关地理空间数据;S11a: Use geographic information systems to load relevant geospatial data;
S11b:确定电网工程的边界和范围,进行空间查询来识别涉及的区域;S11b: Determine the boundaries and scope of the power grid project, and perform spatial queries to identify the involved areas;
S11c:基于遥感数据,通过面积计算公式计算工程区域的面积A,所述面积计算公式具体为:S11c: Based on remote sensing data, calculate the area A of the project area through the area calculation formula. The area calculation formula is specifically:
其中,A是工程区域的总面积,i是多边形的顶点索引,(xi,yi)表示多边形的顶点坐标;Among them, A is the total area of the project area, i is the vertex index of the polygon, (x i , y i ) represents the vertex coordinates of the polygon;
S12:建立物种清单,具体包括:S12: Establish a species list, including:
S12a:作业人员进行野外调查,采集关于工程区域内存在的动植物物种的数据,包括物种的名称、数量、分布和生境偏好信息;S12a: Operators conduct field surveys to collect data on animal and plant species existing in the project area, including species names, quantities, distribution and habitat preference information;
S12b:结合野外调查数据和现有的生物多样性数据库,分别建立植物和动物的物种清单;S12b: Combine field survey data and existing biodiversity database to establish species lists of plants and animals respectively;
S12c:对于每个物种均记录其分布范围,并使用GIS工具创建物种的分布地图;S12c: Record the distribution range of each species and use GIS tools to create a distribution map of the species;
S13d:通过物种分布公式计算每个物种的分布范围面积,所述物种分布公式具体为:S13d: Calculate the distribution range area of each species through the species distribution formula. The species distribution formula is specifically:
其中,A物种是每个物种的分布范围面积,i是多边形的顶点索引,(xi,yi)表示多边形的顶点坐标。Among them, species A is the distribution range area of each species, i is the vertex index of the polygon, and (x i , y i ) represents the vertex coordinates of the polygon.
进一步的,所述步骤S2具体包括:Further, the step S2 specifically includes:
S21:生境类型和质量分析,具体包括:S21: Analysis of habitat type and quality, including:
S21a:利用遥感数据获取高分辨率的地表覆盖数据;S21a: Use remote sensing data to obtain high-resolution land cover data;
S21b:使用GIS软件加载并处理遥感数据,以生成工程区域内的生境类型图层;S21b: Use GIS software to load and process remote sensing data to generate a habitat type layer within the project area;
S21c:对每种生境类型进行质量评估,以用于计算每个生境类型的面积、连通性和碎片化程度生态学指标;S21c: Quality assessment of each habitat type to be used to calculate ecological indicators of area, connectivity and fragmentation for each habitat type;
S22:生境模型和栖息地映射,具体包括:S22: Habitat model and habitat mapping, including:
S22a:基于所述步骤S12b中的物种清单以及步骤S21b中的生境类型图层,建立生境模型并使用生境模型来预测不同物种在工程区域内的栖息地分布;S22a: Based on the species list in step S12b and the habitat type layer in step S21b, establish a habitat model and use the habitat model to predict the habitat distribution of different species in the project area;
其中,生境模型包括物种分布模型,物种分布模型采用以下形式计算:Among them, the habitat model includes the species distribution model, and the species distribution model is calculated in the following form:
其中,P(物种存在)是物种存在的概率,β0、β1、β2是模型参数,生境类型和其他环境因子是特征变量;Among them, P (species existence) is the probability of species existence, β 0 , β 1 , β 2 are model parameters, and habitat type and other environmental factors are characteristic variables;
S22b:使用生境模型的输出来创建潜在栖息地分布图,并标识出可能是特别敏感的栖息地和迁徙通道。S22b: Use the output of the habitat model to create a map of potential habitat distribution and identify habitats and migration pathways that may be particularly sensitive.
进一步的,所述步骤S3具体包括:Further, the step S3 specifically includes:
S31:风险分析,具体包括:S31: Risk analysis, including:
分析电网工程对物种的直接和间接风险;Analyze the direct and indirect risks of grid projects to species;
S32:碰撞风险评估,具体包括:S32: Collision risk assessment, including:
针对飞行动物,使用碰撞风险模拟来估算飞行动物与电网结构的碰撞概率;For flying animals, use collision risk simulation to estimate the probability of collision between flying animals and grid structures;
其中,碰撞风险模拟通过碰撞风险公式进行估算,所述碰撞风险公式具体为:Among them, the collision risk simulation is estimated through the collision risk formula, and the collision risk formula is specifically:
P(碰撞)=碰撞频率×碰撞死亡率;P (collision) = collision frequency × collision fatality rate;
其中,P(碰撞)是碰撞发生的概率,碰撞频率为动物飞行路径与电网的交叉频率,碰撞死亡率是碰撞后动物死亡的概率;Among them, P (collision) is the probability of collision, the collision frequency is the intersection frequency of the animal's flight path and the power grid, and the collision mortality rate is the probability of animal death after collision;
其中,碰撞频率通过监测飞行动物的行为、迁徙路径和飞行高度数据来估算;碰撞死亡率基于过去的研究和实地观察来估算;Among them, collision frequency is estimated by monitoring the behavior, migration path and flight height data of flying animals; collision mortality is estimated based on past research and field observations;
S33:生态学模型分析,具体包括:S33: Ecological model analysis, including:
S33a:使用生态学模型来分析电网工程对物种栖息地的影响;S33a: Use ecological models to analyze the impact of power grid projects on species habitats;
S33b:估算电网工程对物种的生存和繁殖的影响。S33b: Estimate the impact of power grid projects on the survival and reproduction of species.
进一步的,所述步骤S4具体包括:Further, the step S4 specifically includes:
S41:制定保护措施,具体包括;S41: Develop protective measures, including;
S41a:基于风险分析结果,制定用于减少电网工程对动植物多样性的不利影响的保护措施;S41a: Based on the risk analysis results, formulate protection measures to reduce the adverse impact of power grid projects on animal and plant diversity;
其中,保护措施包括栖息地恢复、保护区划设立、植被保护、电磁辐射和声光污染控制;Among them, protection measures include habitat restoration, establishment of protected areas, vegetation protection, electromagnetic radiation and sound and light pollution control;
S41b:使用生态学模型来评估不同措施的潜在效果;S41b: Use ecological models to evaluate the potential effects of different measures;
S42:生态通道规划,具体包括:S42: Ecological corridor planning, including:
S42a:使用GIS技术和生态学模型来设计和规划用于保障动植物的迁徙和连通性的生态通道;S42a: Use GIS technology and ecological models to design and plan ecological corridors to ensure the migration and connectivity of animals and plants;
S42b:基于物种的栖息地需求和迁徙模式,识别生态通道的最佳位置;S42b: Identify the best locations for ecological corridors based on species’ habitat needs and migration patterns;
S42c:生态通道规划工具根据生态学原理和地理数据生成用于确保动植物能够安全穿越电网工程区域的最佳路径。S42c: The ecological corridor planning tool generates the best path to ensure that animals and plants can safely cross the power grid engineering area based on ecological principles and geographical data.
进一步的,所述步骤S31中,所述直接风险包括物种的栖息地丧失和生境改变,所述间接风险包括物种的隔离效应。Further, in step S31, the direct risk includes habitat loss and habitat change of the species, and the indirect risk includes the isolation effect of the species.
进一步的,所述步骤S32中,碰撞死亡率的估算需要考虑动物的生理特征和电网结构的属性。Further, in step S32, the estimation of collision mortality needs to consider the physiological characteristics of the animal and the properties of the power grid structure.
进一步的,所述步骤S33b中,需要考虑物种的生境需求、栖息地质量、栖息地改变和碎片化因素。Further, in step S33b, the species' habitat requirements, habitat quality, habitat change and fragmentation factors need to be considered.
进一步的,所述步骤S42c中,生态通道的设计需要考虑物种特定的需求。Further, in step S42c, the design of the ecological channel needs to consider species-specific needs.
进一步的,所述步骤S42c中,生态通道的宽度和设计根据物种个体的大小,种群规模和迁徙特征进行调整。Further, in step S42c, the width and design of the ecological channel are adjusted according to the size of individual species, population size and migration characteristics.
与现有技术相比本发明有以下特点和有益效果:Compared with the prior art, the present invention has the following characteristics and beneficial effects:
1、本发明中,通过GIS技术、遥感数据、生态学模型、风险模型等的设置,能够从不同的角度全面分析电网工程对生物多样性的影响,综合性强,进而能够更全面地评估电网工程对生物多样性的潜在的威胁和风险,能够及时地为电网工程施工人员提供预警,有利于保护生物多样性。1. In the present invention, through the setting of GIS technology, remote sensing data, ecological models, risk models, etc., the impact of power grid projects on biodiversity can be comprehensively analyzed from different angles. It is highly comprehensive and can thus evaluate the power grid more comprehensively. The potential threats and risks of the project to biodiversity can provide timely early warning to power grid project construction personnel, which is conducive to the protection of biodiversity.
2、本发明中,通过定量分析的步骤,如风险分析和碰撞风险评估,可以提供具体的数字和数据来衡量电网工程对生物多样性的影响,从而有助于决策者能够更准确地理解潜在的风险和影响程度;同时,采用生态学模型来预测植物和动物的栖息地需求和分布,以及风险模型来评估碰撞风险,这些模型能够提供合理的预测和模拟结果,进一步提高判断的精准性,将对物种的影响降低到最小。2. In the present invention, through quantitative analysis steps, such as risk analysis and collision risk assessment, specific numbers and data can be provided to measure the impact of power grid projects on biodiversity, thereby helping decision-makers to more accurately understand potential risks and impact levels; at the same time, ecological models are used to predict the habitat needs and distribution of plants and animals, and risk models are used to assess collision risks. These models can provide reasonable predictions and simulation results, further improving the accuracy of judgment. Minimize impact on species.
3、本发明中,通过设置生态通道的规划,能够确保动植物的迁徙和连通性,有助于维护生态平衡,并且可以有效地减少碰撞的风险,同时保护物种的多样性;同时,还考虑了不同物种的需求,例如飞行动物的飞行高度和路径选择,以及物种个体及种群对生态通道宽度的要求,进而使得规划更加个性化,适应不同物种的特定需求,更有助于保护生物的多样性。3. In the present invention, by setting up the planning of ecological passages, the migration and connectivity of animals and plants can be ensured, which helps to maintain ecological balance, and can effectively reduce the risk of collision while protecting the diversity of species; at the same time, it is also considered It addresses the needs of different species, such as the flight height and path selection of flying animals, as well as the requirements of individual species and populations for the width of ecological corridors, thereby making planning more personalized, adapting to the specific needs of different species, and helping to protect biological diversity. sex.
4、本发明提供了一个基于科学基础的、综合性好的以及可操作性强的分析框架,用于评估和管理电网工程对植物生物多样性的影响,可以全面理解和应对复杂的生态系统和物种互动,保护生态环境,保护物种多样性。4. The present invention provides a scientifically based, comprehensive and operable analysis framework for assessing and managing the impact of power grid projects on plant biodiversity, which can comprehensively understand and respond to complex ecosystems and Species interaction, protecting the ecological environment, and protecting species diversity.
附图说明Description of the drawings
图1是本发明的流程图。Figure 1 is a flow chart of the present invention.
具体实施方式Detailed ways
下面结合实施例对本发明进行更详细的描述。The present invention will be described in more detail below with reference to examples.
实施例一Embodiment 1
如图1所示,一种电网工程对生物多样性影响的分析方法,包括如下步骤:As shown in Figure 1, an analysis method for the impact of power grid projects on biodiversity includes the following steps:
S1:使用GIS技术和遥感数据确定电网工程的工程区域范围,并且通过地面调查确定电网工程影响的植物和动物的物种清单,包括已知的和潜在的受影响物种,以及物种的分布信息;S1: Use GIS technology and remote sensing data to determine the scope of the power grid project's engineering area, and determine through ground surveys a list of plants and animals affected by the power grid project, including known and potentially affected species, as well as species distribution information;
本实施例中,步骤S1旨在确定电网工程的工程区域范围,并建立涉及的动植物物种清单,为此提供了有关哪些物种和生境受到潜在威胁的信息;In this embodiment, step S1 aims to determine the project area scope of the power grid project and establish a list of involved animal and plant species, which provides information about which species and habitats are potentially threatened;
步骤S1具体包括工程区域界定和建立物种清单,具体为:Step S1 specifically includes defining the project area and establishing a species list, specifically:
S11:工程区域界定,具体包括:S11: Project area definition, including:
S11a:使用地理信息系统(即GIS)加载相关地理空间数据,如卫星影像、数字地图、土地利用数据,包括DEM、坡度、水体、地质、土壤、公路、河流水体等图层在内的自然地理要素资料等;S11a: Use geographic information system (GIS) to load relevant geospatial data, such as satellite images, digital maps, land use data, physical geography including DEM, slope, water body, geology, soil, highway, river water body and other layers Element data, etc.;
S11b:确定电网工程的边界和范围,通过绘制多边形或使用GIS分析工具进行空间查询来识别涉及的区域;S11b: Determine the boundaries and scope of the power grid project and identify the involved areas by drawing polygons or performing spatial queries using GIS analysis tools;
S11c:基于遥感数据,通过面积计算公式计算工程区域的面积A(以平方米或平方千米为单位),面积计算公式具体为:S11c: Based on remote sensing data, calculate the area A of the project area (in square meters or square kilometers) through the area calculation formula. The area calculation formula is specifically:
其中,A是工程区域的总面积,i是多边形的顶点索引,(xi,yi)表示多边形的顶点坐标;Among them, A is the total area of the project area, i is the vertex index of the polygon, (x i , y i ) represents the vertex coordinates of the polygon;
S12:建立物种清单,具体包括:S12: Establish a species list, including:
S12a:作业人员进行野外调查,采集关于工程区域内存在的动植物物种的数据,包括物种的名称、数量、分布和生境偏好信息;S12a: Operators conduct field surveys to collect data on animal and plant species existing in the project area, including species names, quantities, distribution and habitat preference information;
S12b:结合野外调查数据和现有的生物多样性数据库,分别建立植物和动物的物种清单;S12b: Combine field survey data and existing biodiversity database to establish species lists of plants and animals respectively;
S12c:对于每个物种均记录其分布范围,并使用GIS工具创建物种的分布地图,可通过在GIS中绘制点、线或多边形实现;S12c: Record the distribution range of each species and use GIS tools to create a distribution map of the species. This can be achieved by drawing points, lines or polygons in GIS;
S13d:通过物种分布公式计算每个物种的分布范围面积(以平方米或平方千米为单位),物种分布公式具体为:S13d: Calculate the distribution range area of each species (in square meters or square kilometers) through the species distribution formula. The species distribution formula is specifically:
其中,A物种是每个物种的分布范围面积,i是多边形的顶点索引,(xi,yi)表示多边形的顶点坐标。Among them, species A is the distribution range area of each species, i is the vertex index of the polygon, and ( xi ,y i ) represents the vertex coordinates of the polygon.
通过步骤S1,可以明确电网工程的工程区域范围,并建立一个包括植物和动物物种清单的数据库,其中包括每个物种的分布信息,进而为后续分析提供基础数据。Through step S1, the project area scope of the power grid project can be clarified, and a database including a list of plant and animal species can be established, including the distribution information of each species, thereby providing basic data for subsequent analysis.
S2:利用GIS技术和遥感数据分析工程区域内的生境类型和质量,建立生境模型并使用生境模型确定潜在的关键栖息地区域,例如特别敏感的物种栖息地和迁徙通道;S2: Use GIS technology and remote sensing data to analyze the habitat type and quality within the project area, establish a habitat model, and use the habitat model to identify potential critical habitat areas, such as particularly sensitive species habitats and migration pathways;
本实施例中,步骤S2侧重于分析电网工程区域内的生境类型和质量,以及识别潜在的关键栖息地区域,步骤S2的信息是评估电网工程对动植物多样性的风险和影响的基础;In this embodiment, step S2 focuses on analyzing the habitat type and quality within the power grid project area, and identifying potential critical habitat areas. The information in step S2 is the basis for assessing the risks and impacts of the power grid project on animal and plant diversity;
步骤S2具体包括生境类型和质量分析和生境模型和栖息地映射,具体为:Step S2 specifically includes habitat type and quality analysis, habitat model and habitat mapping, specifically:
S21:生境类型和质量分析,具体包括:S21: Analysis of habitat type and quality, including:
S21a:利用遥感数据获取高分辨率的地表覆盖数据,例如土地利用数据、土地覆盖数据或植被指数数据;S21a: Use remote sensing data to obtain high-resolution land cover data, such as land use data, land cover data or vegetation index data;
S21b:使用GIS软件加载并处理遥感数据,以生成工程区域内的生境类型图层,可以通过分类和重分类遥感图像实现,其中每一类代表不同的生境类型,如森林、湿地、草地等;S21b: Use GIS software to load and process remote sensing data to generate a habitat type layer within the project area. This can be achieved by classifying and reclassifying remote sensing images, where each category represents a different habitat type, such as forest, wetland, grassland, etc.;
S21c:对每种生境类型进行质量评估,以用于计算每个生境类型的面积、连通性和碎片化程度生态学指标;S21c: Quality assessment of each habitat type to be used to calculate ecological indicators of area, connectivity and fragmentation for each habitat type;
S22:生境模型和栖息地映射,具体包括:S22: Habitat model and habitat mapping, including:
S22a:基于步骤S12b中的物种清单以及步骤S21b中的生境类型图层,建立生境模型并使用生境模型来预测不同物种在工程区域内的栖息地分布;S22a: Based on the species list in step S12b and the habitat type layer in step S21b, establish a habitat model and use the habitat model to predict the habitat distribution of different species in the project area;
其中,生境模型包括物种分布模型,物种分布模型采用以下形式计算:Among them, the habitat model includes the species distribution model, and the species distribution model is calculated in the following form:
其中,P(物种存在)是物种存在的概率,β0、β1、β2是模型参数,生境类型和其他环境因子是特征变量;Among them, P (species existence) is the probability of species existence, β 0 , β 1 , β 2 are model parameters, and habitat type and other environmental factors are characteristic variables;
S22b:使用生境模型的输出来创建潜在栖息地分布图,并标识出可能是特别敏感的栖息地和迁徙通道;S22b: Use the output of the habitat model to create a map of potential habitat distribution and identify habitats and migration pathways that may be particularly sensitive;
通过步骤S2,可以获得有关工程区域内生境类型和质量的信息,以及潜在栖息地的映射;步骤S2的信息对于评估电网工程对动植物多样性的影响至关重要,因为它们可以帮助识别关键的栖息地和迁徙通道,从而指导后续的保护措施和生态风险评估。Through step S2, information on the type and quality of habitats within the project area, as well as mapping of potential habitats, can be obtained; the information in step S2 is crucial for assessing the impact of grid projects on plant and animal diversity, as they can help identify key Habitats and migration routes, thereby guiding subsequent conservation measures and ecological risk assessment.
S3:分析电网工程对物种的直接和间接风险,包括栖息地丧失、碰撞风险和隔离效应,并且利用碰撞风险模拟,估算飞行动物与电网结构的碰撞概率;S3: Analyze the direct and indirect risks of power grid projects to species, including habitat loss, collision risk and isolation effects, and use collision risk simulation to estimate the probability of collision between flying animals and power grid structures;
本实施例中,步骤S3通过风险分析和碰撞风险评估来定量化电网工程对物种的直接和间接风险,并且考虑到了步骤1和步骤2中获得的工程区域和物种信息,尤其是栖息地质量和生境类型;In this embodiment, step S3 quantifies the direct and indirect risks of the power grid project to species through risk analysis and collision risk assessment, and takes into account the project area and species information obtained in steps 1 and 2, especially the habitat quality and Habitat type;
步骤S3具体包括风险分析、碰撞风险评估和生态学模型分析,具体为:Step S3 specifically includes risk analysis, collision risk assessment and ecological model analysis, specifically:
S31:风险分析,具体包括:S31: Risk analysis, including:
分析电网工程对物种的直接和间接风险;Analyze the direct and indirect risks of grid projects to species;
S32:碰撞风险评估,具体包括:S32: Collision risk assessment, including:
针对飞行动物,例如鸟类或者蝙蝠,使用碰撞风险模拟来估算飞行动物与电网结构的碰撞概率;For flying animals, such as birds or bats, use collision risk simulation to estimate the probability of collision between flying animals and power grid structures;
其中,碰撞风险模拟通过碰撞风险公式进行估算,碰撞风险公式具体为:Among them, the collision risk simulation is estimated through the collision risk formula, which is specifically:
P(碰撞)=碰撞频率×碰撞死亡率;P (collision) = collision frequency × collision fatality rate;
其中,P(碰撞)是碰撞发生的概率,碰撞频率为动物飞行路径与电网的交叉频率,碰撞死亡率是碰撞后动物死亡的概率;Among them, P (collision) is the probability of collision, the collision frequency is the intersection frequency of the animal's flight path and the power grid, and the collision mortality rate is the probability of animal death after collision;
其中,碰撞频率通过监测飞行动物的行为、迁徙路径和飞行高度数据来估算;碰撞死亡率基于过去的研究和实地观察来估算;Among them, collision frequency is estimated by monitoring the behavior, migration path and flight height data of flying animals; collision mortality is estimated based on past research and field observations;
S33:生态学模型分析,具体包括:S33: Ecological model analysis, including:
S33a:使用生态学模型来分析电网工程对物种栖息地的影响;S33a: Use ecological models to analyze the impact of power grid projects on species habitats;
S33b:估算电网工程对物种的生存和繁殖的影响;S33b: Estimate the impact of power grid projects on the survival and reproduction of species;
通过步骤S3,有助于制定保护措施和决策,以减少不利影响,同时维护生态平衡。Through step S3, it helps to formulate conservation measures and decisions to reduce adverse impacts while maintaining ecological balance.
S4:根据风险分析结果,制定保护措施,并且使用GIS技术和生态学模型来设计和规划用于保障动植物的迁徙以及连通性的生态通道;S4: Based on the risk analysis results, formulate protection measures, and use GIS technology and ecological models to design and plan ecological corridors to ensure the migration and connectivity of animals and plants;
本实施例中,步骤S4是基于步骤S1、步骤S2和步骤S3的输出结果,制定保护措施并规划生态通道,以减轻电网工程对动植物多样性的不利影响,步骤S4的措施和通道的设计是基于步骤1和步骤2中建立的物种清单、生境质量以及步骤3中的碰撞风险和风险分析的;In this embodiment, step S4 is to formulate protective measures and plan ecological channels based on the output results of steps S1, step S2 and step S3 to reduce the adverse impact of power grid projects on animal and plant diversity. The measures of step S4 and the design of channels is based on the species inventory, habitat quality established in Steps 1 and 2, and collision risk and risk analysis in Step 3;
步骤S4具体包括制定保护措施和生态通道规划,具体为:Step S4 specifically includes formulating protection measures and ecological channel planning, specifically:
S41:制定保护措施,具体包括;S41: Develop protective measures, including;
S41a:基于风险分析结果,制定用于减少电网工程对动植物多样性的不利影响的保护措施,具体为:S41a: Based on the risk analysis results, formulate protection measures to reduce the adverse impact of power grid projects on animal and plant diversity, specifically:
识别受威胁的物种和生境:根据风险分析,识别受到电网工程威胁的物种和栖息地类型,可能包括对栖息地丧失、碰撞风险、隔离效应等方面的评估;Identify threatened species and habitats: Based on a risk analysis, identify species and habitat types threatened by grid projects, which may include an assessment of habitat loss, collision risk, isolation effects, etc.;
确定保护目标:明确保护的优先目标,即需要采取保护措施的物种和生境类型,保护目标可以包括濒危物种、特定迁徙通道、重要繁殖地点等;Determine protection goals: clarify the priority goals of protection, that is, the species and habitat types that require protection measures. Protection goals can include endangered species, specific migration corridors, important breeding sites, etc.;
制定具体措施:根据保护目标,制定具体的保护措施,例如栖息地恢复、设立保护区、减少碰撞风险、电磁辐射和声光污染控制等,确保这些措施能够有针对性地降低潜在的威胁;Develop specific measures: Based on the protection goals, formulate specific protection measures, such as habitat restoration, establishment of protected areas, reduction of collision risks, control of electromagnetic radiation and sound and light pollution, etc., to ensure that these measures can reduce potential threats in a targeted manner;
其中,栖息地恢复为:恢复或改善电网工程区域内的受影响栖息地,以提供更好的生境质量,这可能包括重新种植植被、湿地修复、土地复原等;Among them, habitat restoration refers to: restoring or improving affected habitats within the power grid project area to provide better habitat quality, which may include replanting vegetation, wetland restoration, land restoration, etc.;
保护区划设立为:创建保护区来保护受威胁的物种和栖息地,可以包括自然保护区、野生动植物保护区、迁徙通道保护区等;Reserve planning is established to: create protected areas to protect threatened species and habitats, which can include nature reserves, wildlife reserves, migration corridor reserves, etc.;
植被保护为:采取措施来保护重要植被,包括禁止采伐、控制土地使用变化、保护原生植被等;Vegetation protection means: taking measures to protect important vegetation, including banning logging, controlling land use changes, protecting native vegetation, etc.;
电磁辐射和声光污染控制为:采取措施来减少电网工程带来的电磁辐射和声光污染,以保护动植物的生活和繁殖环境;The control of electromagnetic radiation and sound and light pollution is: taking measures to reduce the electromagnetic radiation and sound and light pollution caused by power grid projects to protect the living and breeding environment of animals and plants;
S41b:使用生态学模型来评估不同措施的潜在效果;S41b: Use ecological models to evaluate the potential effects of different measures;
具体的,栖息地模型:使用栖息地模型来预测保护措施对栖息地的恢复和改善效果,可以通过模拟栖息地改变前后的物种分布来实现;Specifically, habitat models: Use habitat models to predict the restoration and improvement effects of conservation measures on habitats, which can be achieved by simulating species distribution before and after habitat change;
种群动态模型:使用种群动态模型来评估保护措施对物种种群的长期影响,包括考虑繁殖、死亡、迁徙等因素,以估算物种种群的未来趋势;Population dynamics model: Use population dynamics models to evaluate the long-term impact of conservation measures on species populations, including considering factors such as reproduction, death, migration, etc., to estimate future trends in species populations;
生态网络模型:使用生态网络模型来分析保护措施对生态系统的整体影响,包括物种相互作用、食物链和生态平衡;Ecological network model: Use the ecological network model to analyze the overall impact of conservation measures on the ecosystem, including species interactions, food chains, and ecological balance;
其评估结果可以帮助确定哪些保护措施最为有效,以及它们如何在电网工程区域内实施,并且也可以为决策者提供重要的信息,以确保保护措施的有效性,并最大程度地减少对动植物多样性的不利影响;Its assessment results can help determine which conservation measures are most effective and how they can be implemented within grid engineering areas, and can also provide decision-makers with important information to ensure that conservation measures are effective and minimize impacts on diverse flora and fauna. adverse effects of sex;
S42:生态通道规划,具体包括:S42: Ecological corridor planning, including:
S42a:使用GIS技术和生态学模型来设计和规划用于保障动植物的迁徙和连通性的生态通道;S42a: Use GIS technology and ecological models to design and plan ecological corridors to ensure the migration and connectivity of animals and plants;
首先,使用GIS软件加载相关的地理数据,包括地形图、栖息地分布、地貌特征、已有道路和电网结构等;First, use GIS software to load relevant geographical data, including topographic maps, habitat distribution, landform features, existing roads and power grid structures, etc.;
然后选择适合的生态学模型,以了解目标物种的栖息地需求、迁徙模式和生境选择;Then select an appropriate ecological model to understand the target species' habitat needs, migration patterns, and habitat selection;
S42b:基于物种的栖息地需求和迁徙模式,识别生态通道的最佳位置;S42b: Identify the best locations for ecological corridors based on species’ habitat needs and migration patterns;
具体的,物种栖息地需求为:基于生态学模型和已有的物种分布数据,了解目标物种的栖息地需求,包括生境类型、食物来源和繁殖地点;Specifically, species habitat requirements are: Based on ecological models and existing species distribution data, understand the habitat requirements of target species, including habitat type, food sources and breeding locations;
迁徙模式为:分析目标物种的迁徙模式,包括迁徙季节、路径选择、停歇点等;Migration mode: analyze the migration mode of the target species, including migration season, path selection, stopping points, etc.;
同时,使用生态学模型和地理数据来评估电网工程区域内现有的连通性,并确定需要改善的区域;Also, use ecological models and geographic data to assess existing connectivity within the grid project area and identify areas for improvement;
然后考虑不同区域的生境质量,包括食物资源的可用性、水源、植被覆盖等因素,以确定生态通道的最佳位置;Then consider the habitat quality of different areas, including the availability of food resources, water sources, vegetation cover and other factors to determine the best location of the ecological corridor;
S42c:生态通道规划工具根据生态学原理和地理数据生成用于确保动植物能够安全穿越电网工程区域的最佳路径;S42c: The ecological corridor planning tool generates the best path to ensure that animals and plants can safely cross the power grid engineering area based on ecological principles and geographical data;
具体的,路径规划为:使用专门的生态通道规划工具,根据生态学原理和物种需求,在GIS环境中生成最佳路径;生态通道规划工具通常使用地理数据和生态学原理来考虑最佳路径的选择;Specifically, path planning is: using specialized ecological channel planning tools to generate the best path in the GIS environment based on ecological principles and species needs; ecological channel planning tools usually use geographical data and ecological principles to consider the best path. choose;
并进行路径优化,对规划的生态通道路径进行优化,以最大程度地减少对生境的干扰和改变。And carry out path optimization to optimize the planned ecological channel path to minimize interference and changes to the habitat.
从上述描述中可知,本发明的有益效果在于,通过步骤S1、步骤S2、步骤S3和步骤S4这四个步骤的依次推进,通过一系列数据收集、分析和模拟,全面评估电网工程对生态系统和动植物多样性的潜在影响,并提出措施以最大程度地减少电网工程的影响,同时确保动植物能够在工程区域内安全地生存和迁徙,各步骤相互关联,每个步骤的结果都影响了后续步骤的决策和规划,从而能够最大程度上保护生态环境和物种多样性。As can be seen from the above description, the beneficial effect of the present invention is to comprehensively evaluate the impact of power grid engineering on the ecosystem through a series of data collection, analysis and simulation through the sequential advancement of the four steps of step S1, step S2, step S3 and step S4. and potential impacts on plant and animal diversity, and propose measures to minimize the impact of power grid projects while ensuring that animals and plants can survive and migrate safely within the project area. Each step is interrelated, and the results of each step affect Decision-making and planning for subsequent steps to protect the ecological environment and species diversity to the greatest extent.
进一步的,步骤S31中,直接风险包括物种的栖息地丧失(例如由于电网施工导致的生境破坏)和生境改变(例如电磁辐射、声光污染),间接风险包括物种的隔离效应(例如由于电网导致生物栖息地片段化而导致物种隔离)。Further, in step S31, direct risks include habitat loss of species (such as habitat destruction caused by power grid construction) and habitat changes (such as electromagnetic radiation, sound and light pollution), and indirect risks include isolation effects of species (such as damage caused by power grid construction). Habitat fragmentation leads to species isolation).
进一步的,步骤S32中,碰撞死亡率的估算需要考虑动物的生理特征和电网结构的属性。Further, in step S32, the estimation of the collision mortality rate needs to consider the physiological characteristics of the animal and the properties of the power grid structure.
进一步的,步骤S33b中,需要考虑物种的生境需求、栖息地质量、栖息地改变和碎片化因素。Further, in step S33b, the species' habitat requirements, habitat quality, habitat change and fragmentation factors need to be considered.
从上述描述中可知,上述指标的考量有助于了解生境的质量和完整性。As can be seen from the above description, consideration of the above indicators helps to understand the quality and integrity of the habitat.
进一步的,步骤S42c中,生态通道的设计需要考虑物种特定的需求,例如鸟类和蝙蝠的飞行高度和路径。Further, in step S42c, the design of the ecological channel needs to consider species-specific requirements, such as the flight height and path of birds and bats.
进一步的,步骤S42c中,生态通道的宽度和设计根据物种个体的大小,种群规模和迁徙特征进行调整;Further, in step S42c, the width and design of the ecological channel are adjusted according to the size of individual species, population size and migration characteristics;
具体的,对于大型哺乳动物和鸟类,可能需要较宽的通道,而对于小型物种,通道可以相对较窄;Specifically, for large mammals and birds, wider passages may be required, while for smaller species, the passages can be relatively narrow;
同时,需要确保生态通道的设计包括适当的植被和覆盖,以提供隐蔽和保护。At the same time, there is a need to ensure that the design of ecological pathways includes appropriate vegetation and cover to provide concealment and protection.
本实施例的工作原理:通过本发明的设计,可以设计和规划出最佳的生态通道,以确保动植物能够安全地穿越电网工程区域,维护生态连通性,促进种群的流动和基因交换,减少碰撞风险,并保护物种的多样性;Working principle of this embodiment: Through the design of the present invention, the best ecological channel can be designed and planned to ensure that animals and plants can safely cross the power grid engineering area, maintain ecological connectivity, promote the flow of populations and gene exchange, and reduce collision risks and protecting species diversity;
同时,通过本发明的设计,可以制定具体的保护措施,并设计生态通道,以减少电网工程对动植物多样性的不利影响,有助于维护生态系统的完整性,保护受影响的物种,并确保它们在电网工程施工期间和之后有足够的生存和繁殖机会。At the same time, through the design of the present invention, specific protection measures can be formulated and ecological channels can be designed to reduce the adverse impact of power grid projects on animal and plant diversity, help maintain the integrity of the ecosystem, protect affected species, and Ensure they have adequate opportunities to survive and reproduce during and after the construction of power grid projects.
实施例二Embodiment 2
与实施例一的不同之处在于,本实施例还包括步骤S5:长期监测和调整,具体为:The difference from Embodiment 1 is that this embodiment also includes step S5: long-term monitoring and adjustment, specifically:
S51:建立长期监测计划,跟踪电网工程对物种和栖息地的影响,收集数据并记录变化;S51: Establish a long-term monitoring plan to track the impact of grid projects on species and habitats, collect data and record changes;
S52:根据监测结果适时调整保护措施和生态通道设计,以应对新的情况和挑战;S52: Timely adjust protection measures and ecological channel design based on monitoring results to cope with new situations and challenges;
还包括步骤S6:报告和政策建议,具体为:Also included is Step S6: Reporting and Policy Recommendations, specifically:
S61:汇总分析结果,撰写详细的报告,包括对电网工程对动植物多样性影响的综合评估和建议;S61: Summarize the analysis results and write a detailed report, including a comprehensive assessment and recommendations on the impact of power grid projects on animal and plant diversity;
S62:提供政策建议,以确保电网工程在最大程度上减少对植物生物多样性的不利影响,并遵守相关法规和环保政策。S62: Provide policy recommendations to ensure that grid projects minimize adverse impacts on plant biodiversity and comply with relevant regulations and environmental policies.
在本发明的描述中,需要说明的是,术语“内”、“外”、“上”等指示的方位或位置关系为基于附图所示的方位或位置关系,仅是为了便于描述本发明和简化描述,而不是指示或暗示所指的装置或元件必须具有特定的方位、以特定的方位构造和操作,因此不能理解为对本发明的限制。In the description of the present invention, it should be noted that the orientation or positional relationship indicated by the terms "inner", "outer", "upper", etc. are based on the orientation or positional relationship shown in the drawings, and are only for the convenience of describing the present invention. and simplified description, rather than indicating or implying that the device or element referred to must have a specific orientation, be constructed and operated in a specific orientation, and therefore cannot be construed as a limitation of the present invention.
在本发明的描述中,需要说明的是,除非另有明确的规定和限定,术语“连接”应做广义理解,例如,可以是固定连接,也可以是可拆卸连接,或一体地连接;可以是机械连接,也可以是电连接;可以是直接相连,也可以通过中间媒介间接相连,可以是两个元件内部的连通。对于本领域的普通技术人员而言,可以根据具体情况理解上述术语在本发明中的具体含义。In the description of the present invention, it should be noted that, unless otherwise clearly stated and limited, the term "connection" should be understood in a broad sense. For example, it can be a fixed connection, a detachable connection, or an integral connection; it can be It can be a mechanical connection or an electrical connection; it can be a direct connection or an indirect connection through an intermediary, or it can be an internal connection between two components. For those of ordinary skill in the art, the specific meanings of the above terms in the present invention can be understood according to specific circumstances.
显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。Obviously, the described embodiments are only some of the embodiments of the present invention, but not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts fall within the scope of protection of the present invention.
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