WO2022241628A1 - Territorial space planning and compiling assisted system - Google Patents

Territorial space planning and compiling assisted system Download PDF

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WO2022241628A1
WO2022241628A1 PCT/CN2021/094252 CN2021094252W WO2022241628A1 WO 2022241628 A1 WO2022241628 A1 WO 2022241628A1 CN 2021094252 W CN2021094252 W CN 2021094252W WO 2022241628 A1 WO2022241628 A1 WO 2022241628A1
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planning
area
planned
land
population
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PCT/CN2021/094252
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申成磊
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南京经纬地诚土地规划咨询有限公司
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  • the invention relates to the field of planning, in particular to an auxiliary system for preparation of land space planning.
  • Land space planning refers to the planning of the use of land within the planning area.
  • the existing land and space planning system does not have the predictive function, which is not conducive to reserving enough land for social development in advance.
  • the purpose of the present invention is to provide an auxiliary system for the preparation of national land space planning.
  • the invention provides an auxiliary system for preparation of land and space planning, including a modeling module, a prediction module, a planning module and a storage module;
  • the modeling module is used to construct a model of the area to be planned, and establish a three-dimensional model of the area to be planned;
  • the prediction module is used to predict the population and land demand of the area to be planned, and obtain the prediction result;
  • the planning module is used by planners to plan the use of the land in the area to be planned based on the prediction results, and obtain planning results;
  • the storage module is used for storing the planning result.
  • the model construction of the area to be planned, and the establishment of a three-dimensional model of the area to be planned include:
  • a three-dimensional model is generated based on remote sensing images and elevation data of the area to be planned.
  • the population of the area to be planned is predicted in the following manner:
  • s(t) represents the population growth in year t
  • sy(t) represents the birth rate of women in year t
  • mi and ma represent the maximum and minimum age of women, respectively
  • zt i (t) represents the The fertility probability of women of age i in year t
  • bl i (t) represents the proportion of women of age i in the total population in year t
  • e i (t) represents the population status variable
  • d(t) represents the The predicted population death in year t
  • f m-1 (t) represents the mechanical growth rate of the population at the age of m-1 in the t-th year
  • u m-1 (t) represents the number of population at the age of m-1 in the t-th year
  • e m-1 (t) represents the state variable of the population who has reached the age of m-1 in the tth year.
  • the planning of the use of the land in the area to be planned, and obtaining the planning results include:
  • the storage module includes a cloud server for storing the planning results.
  • the present invention has the advantages of:
  • the land and space planning preparation auxiliary system of the present invention is provided with a prediction module, which can predict the future population and land demand, thereby helping the assistant planners to reserve enough land for future demand and avoiding land demand. occurrence of satisfaction.
  • Fig. 1 is a diagram of an exemplary embodiment of a land and space planning preparation auxiliary system of the present invention.
  • the present invention provides a national land space planning preparation auxiliary system, including a modeling module, a prediction module, a planning module and a storage module;
  • the modeling module is used to construct a model of the area to be planned, and establish a three-dimensional model of the area to be planned;
  • the prediction module is used to predict the population and land demand of the area to be planned, and obtain the prediction result;
  • the planning module is used by planners to plan the use of the land in the area to be planned based on the prediction results, and obtain planning results;
  • the storage module is used to store the planning result.
  • the model construction of the area to be planned, and the establishment of a three-dimensional model of the area to be planned include:
  • a three-dimensional model is generated based on remote sensing images and elevation data of the area to be planned.
  • the population of the area to be planned is predicted in the following manner:
  • s(t) represents the population growth in year t
  • sy(t) represents the birth rate of women in year t
  • mi and ma represent the maximum and minimum age of women, respectively
  • zt i (t) represents the The fertility probability of women of age i in year t
  • bl i (t) represents the proportion of women of age i in the total population in year t
  • e i (t) represents the population status variable
  • d(t) represents the The predicted population death in year t
  • f m-1 (t) represents the mechanical growth rate of the population at the age of m-1 in the t-th year
  • u m-1 (t) represents the number of population at the age of m-1 in the t-th year
  • e m-1 (t) represents the state variable of the population who has reached the age of m-1 in the tth year.
  • the planning of the use of the land in the area to be planned, and obtaining the planning results include:
  • the storage module includes a cloud server for storing the planning results.
  • the present invention has the advantages of:
  • the land and space planning preparation auxiliary system of the present invention is provided with a prediction module, which can predict the future population and land demand, thereby helping the assistant planners to reserve enough land for future demand and avoiding land demand. occurrence of satisfaction.

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Abstract

Provided in the present invention is a territorial space planning and compiling assisted system. The system comprises a modeling module, a prediction module, a planning module and a storage module, wherein the modeling module is used for performing model construction on a region to be planned, and establishing a three-dimensional model of said region; the prediction module is used for predicting the size of populations and the demand for land in said region, so as to obtain a prediction result; the planning module is used by a planner to make a plan for the use of the land in said region on the basis of the prediction result, so as to obtain a planning result; and the storage module is used for storing the planning result. In the territorial space planning and compiling assisted system of the present invention, a prediction module is provided to predict the size of future populations and the future demand for land, thereby facilitating assistance for a planner in reserving enough land for future demand, and thus avoiding the occurrence of failure to meet the demand for land.

Description

一种国土空间规划编制辅助系统An Auxiliary System for the Compilation of National Land Space Planning 技术领域technical field
本发明涉及规划领域，尤其涉及一种国土空间规划编制辅助系统。The invention relates to the field of planning, in particular to an auxiliary system for preparation of land space planning.
背景技术Background technique
国土空间规划指的是对规划区域内的土地的用途进行规划。现有的国土空间规划系统不具备预测功能，不利于提前为社会发展预留足够的土地。Land space planning refers to the planning of the use of land within the planning area. The existing land and space planning system does not have the predictive function, which is not conducive to reserving enough land for social development in advance.
发明内容Contents of the invention
鉴于上述问题，本发明的目的在于提供一种国土空间规划编制辅助系统。In view of the above problems, the purpose of the present invention is to provide an auxiliary system for the preparation of national land space planning.
本发明提供了一种国土空间规划编制辅助系统，包括建模模块、预测模块、规划模块和存储模块；The invention provides an auxiliary system for preparation of land and space planning, including a modeling module, a prediction module, a planning module and a storage module;
所述建模模块用于对待规划区域进行模型构建，建立待规划区域的三维模型；The modeling module is used to construct a model of the area to be planned, and establish a three-dimensional model of the area to be planned;
所述预测模块用于对所述待规划区域的人口数量和土地需求量进行预测，获得预测结果；The prediction module is used to predict the population and land demand of the area to be planned, and obtain the prediction result;
所述规划模块用于规划人员基于所述预测结果对所述待规划区域内的土地的用途进行规划，获得规划结果；The planning module is used by planners to plan the use of the land in the area to be planned based on the prediction results, and obtain planning results;
所述存储模块用于存储所述规划结果。The storage module is used for storing the planning result.
优选地，所述对待规划区域进行模型构建，建立待规划区域的三维模型，包括：Preferably, the model construction of the area to be planned, and the establishment of a three-dimensional model of the area to be planned include:
基于所述待规划区域的遥感图像和高程数据生成三维模型。A three-dimensional model is generated based on remote sensing images and elevation data of the area to be planned.
优选地，，通过下述方式对所述待规划区域的人口数量进行预测：Preferably, the population of the area to be planned is predicted in the following manner:
Figure PCTCN2021094252-appb-000001
Figure PCTCN2021094252-appb-000001
e i(t)＝(1-u m-1(t))e m-1(t)+f m-1(t) e i (t)=(1-u m-1 (t))e m-1 (t)+f m-1 (t)
i＝2,3,4...,mi=2,3,4...,m
式中，s(t)表示第t年人口的增长数量，sy(t)表示第t年女性的生育比例，mi和ma分别表示女性的年龄最大值和最小值，zt i(t)表示第t年时年龄为i的女 性的生育概率，bl i(t)表示第t年时年龄为i的女性在总人口中的比例，e i(t)表示人口状态变量，d(t)表示第t年的人口死亡预测量，f m-1(t)表示第t年满m-1岁的人口机械增长率，u m-1(t)表示第t年满m-1岁的人口的数量，e m-1(t)表示第t年满m-1岁的人口的状态变量。 In the formula, s(t) represents the population growth in year t, sy(t) represents the birth rate of women in year t, mi and ma represent the maximum and minimum age of women, respectively, and zt i (t) represents the The fertility probability of women of age i in year t, bl i (t) represents the proportion of women of age i in the total population in year t, e i (t) represents the population status variable, d(t) represents the The predicted population death in year t, f m-1 (t) represents the mechanical growth rate of the population at the age of m-1 in the t-th year, and u m-1 (t) represents the number of population at the age of m-1 in the t-th year , e m-1 (t) represents the state variable of the population who has reached the age of m-1 in the tth year.
优选地，所述对所述待规划区域内的土地的用途进行规划，获得规划结果，包括：Preferably, the planning of the use of the land in the area to be planned, and obtaining the planning results include:
确定所述待规划区域内的子区域；determining sub-areas within the area to be planned;
在所述三维模型中对所述子区域中进行用途备注；Remarking the purpose of the sub-area in the three-dimensional model;
对所有子区域进行用途备注，获得规划结果。Use notes for all sub-areas to obtain planning results.
优选地，所述存储模块包括云服务器，所述云服务器用于存储所述规划结果。Preferably, the storage module includes a cloud server for storing the planning results.
与现有技术相比，本发明的优点在于：Compared with the prior art, the present invention has the advantages of:
本发明的国土空间规划编制辅助系统，设置了预测模块，能够对未来的人口数量和土地需求量进行预测，从而有利于辅助规划人员为未来的需求留出足够的土地用量，避免出现土地需求不能满足的情况的出现。The land and space planning preparation auxiliary system of the present invention is provided with a prediction module, which can predict the future population and land demand, thereby helping the assistant planners to reserve enough land for future demand and avoiding land demand. occurrence of satisfaction.
附图说明Description of drawings
利用附图对本发明作进一步说明，但附图中的实施例不构成对本发明的任何限制，对于本领域的普通技术人员，在不付出创造性劳动的前提下，还可以根据以下附图获得其它的附图。The present invention is further described by using the accompanying drawings, but the embodiments in the accompanying drawings do not constitute any limitation to the present invention. For those of ordinary skill in the art, without paying creative work, other embodiments can also be obtained according to the following accompanying drawings Attached picture.
图1，为本发明一种国土空间规划编制辅助系统的一种示例性实施例图。Fig. 1 is a diagram of an exemplary embodiment of a land and space planning preparation auxiliary system of the present invention.
具体实施方式Detailed ways
下面详细描述本发明的实施例，所述实施例的示例在附图中示出，其中自始至终相同或类似的标号表示相同或类似的元件或具有相同或类似功能的元件。下面通过参考附图描述的实施例是示例性的，仅用于解释本发明，而不能理解为对本发明的限制。Embodiments of the present invention are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals designate the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary only for explaining the present invention and should not be construed as limiting the present invention.
如图1所示的一种实施例，本发明提供了一种国土空间规划编制辅助系统，包括建模模块、预测模块、规划模块和存储模块；An embodiment as shown in Figure 1, the present invention provides a national land space planning preparation auxiliary system, including a modeling module, a prediction module, a planning module and a storage module;
所述建模模块用于对待规划区域进行模型构建，建立待规划区域的三维模型；The modeling module is used to construct a model of the area to be planned, and establish a three-dimensional model of the area to be planned;
所述预测模块用于对所述待规划区域的人口数量和土地需求量进行预测，获得预测结果；The prediction module is used to predict the population and land demand of the area to be planned, and obtain the prediction result;
所述规划模块用于规划人员基于所述预测结果对所述待规划区域内的土地的用途进行规划，获得规划结果；The planning module is used by planners to plan the use of the land in the area to be planned based on the prediction results, and obtain planning results;
所述存储模块用于存储所述规划结果。The storage module is used to store the planning result.
优选地，所述对待规划区域进行模型构建，建立待规划区域的三维模型，包括：Preferably, the model construction of the area to be planned, and the establishment of a three-dimensional model of the area to be planned include:
基于所述待规划区域的遥感图像和高程数据生成三维模型。A three-dimensional model is generated based on remote sensing images and elevation data of the area to be planned.
优选地，，通过下述方式对所述待规划区域的人口数量进行预测：Preferably, the population of the area to be planned is predicted in the following manner:
Figure PCTCN2021094252-appb-000002
Figure PCTCN2021094252-appb-000002
e i(t)＝(1-u m-1(t))e m-1(t)+f m-1(t) e i (t)=(1-u m-1 (t))e m-1 (t)+f m-1 (t)
i＝2,3,4...,mi=2,3,4...,m
式中，s(t)表示第t年人口的增长数量，sy(t)表示第t年女性的生育比例，mi和ma分别表示女性的年龄最大值和最小值，zt i(t)表示第t年时年龄为i的女性的生育概率，bl i(t)表示第t年时年龄为i的女性在总人口中的比例，e i(t)表示人口状态变量，d(t)表示第t年的人口死亡预测量，f m-1(t)表示第t年满m-1岁的人口机械增长率，u m-1(t)表示第t年满m-1岁的人口的数量，e m-1(t)表示第t年满m-1岁的人口的状态变量。 In the formula, s(t) represents the population growth in year t, sy(t) represents the birth rate of women in year t, mi and ma represent the maximum and minimum age of women, respectively, and zt i (t) represents the The fertility probability of women of age i in year t, bl i (t) represents the proportion of women of age i in the total population in year t, e i (t) represents the population status variable, d(t) represents the The predicted population death in year t, f m-1 (t) represents the mechanical growth rate of the population at the age of m-1 in the t-th year, and u m-1 (t) represents the number of population at the age of m-1 in the t-th year , e m-1 (t) represents the state variable of the population who has reached the age of m-1 in the tth year.
优选地，所述对所述待规划区域内的土地的用途进行规划，获得规划结果，包括：Preferably, the planning of the use of the land in the area to be planned, and obtaining the planning results include:
确定所述待规划区域内的子区域；determining sub-areas within the area to be planned;
在所述三维模型中对所述子区域中进行用途备注；Remarking the purpose of the sub-area in the three-dimensional model;
对所有子区域进行用途备注，获得规划结果。Use notes for all sub-areas to obtain planning results.
优选地，所述存储模块包括云服务器，所述云服务器用于存储所述规划结果。Preferably, the storage module includes a cloud server for storing the planning results.
与现有技术相比，本发明的优点在于：Compared with the prior art, the present invention has the advantages of:
本发明的国土空间规划编制辅助系统，设置了预测模块，能够对未来的人口数量和土地需求量进行预测，从而有利于辅助规划人员为未来的需求留出足够的土地用量，避免出现土地需求不能满足的情况的出现。The land and space planning preparation auxiliary system of the present invention is provided with a prediction module, which can predict the future population and land demand, thereby helping the assistant planners to reserve enough land for future demand and avoiding land demand. occurrence of satisfaction.
尽管已经示出和描述了本发明的实施例，本领域技术人员可以理解：在不脱离本发明的原理和宗旨的情况下可以对这些实施例进行多种变化、修改、替换和变形，本发明的范围由权利要求及其等同物限定。Although the embodiments of the present invention have been shown and described, those skilled in the art can understand that various changes, modifications, substitutions and deformations can be made to these embodiments without departing from the principle and spirit of the present invention. The scope is defined by the claims and their equivalents.

Claims (5)

  1. 一种国土空间规划编制辅助系统，其特征在于，包括建模模块、预测模块、规划模块和存储模块；An auxiliary system for preparation of land and space planning, characterized in that it includes a modeling module, a forecasting module, a planning module and a storage module;
    所述建模模块用于对待规划区域进行模型构建，建立待规划区域的三维模型；The modeling module is used to construct a model of the area to be planned, and establish a three-dimensional model of the area to be planned;
    所述预测模块用于对所述待规划区域的人口数量和土地需求量进行预测，获得预测结果；The prediction module is used to predict the population and land demand of the area to be planned, and obtain a prediction result;
    所述规划模块用于规划人员基于所述预测结果对所述待规划区域内的土地的用途进行规划，获得规划结果；The planning module is used by planners to plan the use of the land in the area to be planned based on the prediction results, and obtain planning results;
    所述存储模块用于存储所述规划结果。The storage module is used for storing the planning result.
  2. 根据权利要求1所述的一种国土空间规划编制辅助系统，其特征在于，所述对待规划区域进行模型构建，建立待规划区域的三维模型，包括：According to claim 1, an auxiliary system for preparation of land and space planning, characterized in that, the model construction of the area to be planned, and the establishment of a three-dimensional model of the area to be planned include:
    基于所述待规划区域的遥感图像和高程数据生成三维模型。A three-dimensional model is generated based on remote sensing images and elevation data of the area to be planned.
  3. 根据权利要求1所述的一种国土空间规划编制辅助系统，其特征在于，通过下述方式对所述待规划区域的人口数量进行预测：According to claim 1, a kind of national land space planning preparation auxiliary system is characterized in that the population of the area to be planned is predicted in the following manner:
    Figure PCTCN2021094252-appb-100001
    Figure PCTCN2021094252-appb-100001
    e i(t)＝(1-u m-1(t))e m-1(t)+f m-1(t) e i (t)=(1-u m-1 (t))e m-1 (t)+f m-1 (t)
    i＝2,3,4…,mi=2,3,4...,m
    式中，s(t)表示第t年人口的增长数量，sy(t)表示第t年女性的生育比例，mi和ma分别表示女性的年龄最大值和最小值，zt i(t)表示第t年时年龄为i的女性的生育概率，bl i(t)表示第t年时年龄为i的女性在总人口中的比例，e i(t)表示人口状态变量，d(t)表示第t年的人口死亡预测量，f m-1(t)表示第t年满m-1岁的人口机械增长率，u m-1(t)表示第t年满m-1岁的人口的数量，e m-1(t)表示第t年满m-1岁的人口的状态变量。 In the formula, s(t) represents the population growth in year t, sy(t) represents the birth rate of women in year t, mi and ma represent the maximum and minimum age of women, respectively, and zt i (t) represents the The fertility probability of women of age i in year t, bl i (t) represents the proportion of women of age i in the total population in year t, e i (t) represents the population status variable, d(t) represents the The predicted population death in year t, f m-1 (t) represents the mechanical growth rate of the population at the age of m-1 in the t-th year, and u m-1 (t) represents the number of population at the age of m-1 in the t-th year , e m-1 (t) represents the state variable of the population who has reached the age of m-1 in the tth year.
  4. 根据权利要求1所述的一种国土空间规划编制辅助系统，其特征在于，所述对所述待规划区域内的土地的用途进行规划，获得规划结果，包括：According to claim 1, a national land space planning preparation auxiliary system is characterized in that said planning the use of the land in the area to be planned and obtaining the planning results include:
    确定所述待规划区域内的子区域；determining sub-areas within the area to be planned;
    在所述三维模型中对所述子区域中进行用途备注；Remarking the purpose of the sub-area in the three-dimensional model;
    对所有子区域进行用途备注，获得规划结果。Use notes for all sub-areas to obtain planning results.
  5. 根据权利要求1所述的一种国土空间规划编制辅助系统，其特征在于，所述存储模块包括云服务器，所述云服务器用于存储所述规划结果。The national land and space planning preparation auxiliary system according to claim 1, wherein the storage module includes a cloud server, and the cloud server is used to store the planning results.
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