CN116050586B - Spatial weather cooperated strawberry agriculture integrated planting system and method - Google Patents
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Abstract
The invention provides a spatial weather cooperated strawberry agriculture integrated planting system and a method, comprising the following steps: the spatial layout subsystem of the strawberry planting base performs aerial mapping on the strawberry planting base through spatial high-definition aerial photography, and performs spatial layout of the strawberry planting base by combining a satellite map; the base space monitoring, planting and analyzing subsystem is used for acquiring strawberry planting and producing information through high-definition video monitoring, and carrying out farm planting analysis to form a farm planting analysis record; the strawberry fertility knowledge quantitative synthesis subsystem synthesizes the knowledge of the whole strawberry fertility system, and quantifies the physiological and ecological processes and interrelationships of the strawberries to obtain a strawberry planting growth model; and the meteorological cooperation strawberry integrated planting subsystem is used for cooperating with the strawberry planting base meteorological conditions, the strawberry planting soil conditions and the strawberry planting management scheme to perform strawberry planting process integrated planting information management.
Description
Technical Field
The invention relates to the technical field of intelligent planting for monitoring agricultural space weather, in particular to a system and a method for agricultural integrated planting of spatial weather and strawberry.
Background
At present, strawberry agricultural planting is generally carried out in a scattered agricultural area for planting management; the specific problems include: the problems of how to perform strawberry planting space integrated layout on strawberry planting, how to acquire strawberry planting production information to form farm planting analysis records, how to acquire a strawberry planting growth model, how to perform strawberry planting base meteorological conditions, strawberry planting soil conditions, strawberry planting management coordination and the like are still to be solved; therefore, there is a need for a spatial weather synergistic strawberry agriculture integrated planting system and method that at least partially addresses the problems of the prior art.
Disclosure of Invention
A series of concepts in simplified form are introduced in the summary section, which will be described in further detail in the detailed description section; the summary of the invention is not intended to define the key features and essential features of the claimed subject matter, nor is it intended to be used as an aid in determining the scope of the claimed subject matter.
To at least partially solve the above problems, the present invention provides a spatial weather synergistic strawberry agriculture integrated planting system, comprising:
The spatial layout subsystem of the strawberry planting base performs aerial mapping on the strawberry planting base through spatial high-definition aerial photography, and performs spatial layout of the strawberry planting base by combining a satellite map;
the base space monitoring, planting and analyzing subsystem is used for acquiring strawberry planting production information through high-definition video monitoring according to the spatial layout of strawberry planting bases, carrying out farm planting analysis, and forming a farm planting analysis record;
the strawberry fertility knowledge quantitative synthesis subsystem synthesizes the whole strawberry fertility system knowledge according to the farm planting analysis record, and quantifies the physiological and ecological processes and the interrelation thereof of the strawberries to obtain a strawberry planting growth model;
and the meteorological cooperation strawberry integrated planting subsystem is used for carrying out strawberry planting process integrated planting information management according to a strawberry planting growth model and cooperation of strawberry planting base meteorological conditions, strawberry planting soil conditions and a strawberry planting management scheme.
Preferably, the spatial layout subsystem of the strawberry planting base comprises:
the aerial mapping high-definition base map subsystem performs aerial mapping on the strawberry planting base through space high-definition aerial mapping to obtain an aerial mapping high-definition image base map;
The satellite map is combined with the information subsystem to carry out aerial mapping on the high-definition image base map, and the space geographic information application is carried out by combining with the satellite map;
the strawberry planting space layout subsystem is used for carrying out spatial layout on strawberry planting bases according to the spatial geographic information application; the spatial layout of the strawberry planting base comprises: strawberry planting base land block position, greenhouse position, strawberry planting base area, strawberry planting base range and strawberry planting greenhouse area layout information; the strawberry cultivation greenhouse area layout information comprises: strawberry planting greenhouse area layout, strawberry planting variety information and strawberry planting enterprise tenant information.
Preferably, the base space monitoring planting analysis subsystem comprises:
the high-definition video monitoring subsystem is arranged, and high-definition video monitoring is set according to the spatial layout of the strawberry planting base;
the growth condition video information subsystem is used for periodically capturing growth condition pictures of all blocks of a park through high-definition video monitoring to form a growth short video record and acquiring strawberry planting production information of a strawberry planting area;
the farm planting analysis recording subsystem is used for carrying out farm planting analysis according to the strawberry planting production information of the strawberry planting area to form a farm planting analysis record;
The strawberry planting production information comprises: the growth condition of the strawberry planting area, the farming operation of strawberry planting, the characteristics of strawberry products, the yield condition of the strawberry planting area and the sales condition of the strawberry.
Preferably, the strawberry fertility knowledge quantitative synthesis subsystem comprises:
the strawberry fertility knowledge comprehensive subsystem is used for acquiring a strawberry fertility system knowledge comprehensive module by integrating the whole strawberry fertility system knowledge according to the farm planting analysis record;
the strawberry physiological and ecological data quantification subsystem quantifies the physiological and ecological processes of the strawberries and the physiological and ecological correlations of the strawberries, and performs data analysis and system synthesis;
and the strawberry planting and growing model subsystem is used for obtaining a strawberry planting and growing model through data analysis and system synthesis.
Preferably, the weather cooperated strawberry integrated planting subsystem comprises:
the meteorological cooperation strawberry agricultural management subsystem is used for cooperating with the meteorological conditions of the strawberry planting base, the strawberry planting soil conditions and the strawberry planting management scheme according to the strawberry planting growth model to form a meteorological cooperation strawberry agricultural management module;
the strawberry planting dynamic quantitative tracking subsystem is used for dynamically and quantitatively tracking the strawberry growth, strawberry development, strawberry grain formation and strawberry planting yield in the strawberry planting process to obtain a strawberry planting process dynamic quantitative tracking module;
And the planting process integrated information management subsystem is used for carrying out strawberry planting process integrated planting information management according to the weather collaborative strawberry agricultural management module and the strawberry planting process dynamic quantitative tracking module.
The invention provides a spatial weather collaborative strawberry agriculture integrated planting method, which comprises the following steps:
s100, aerial mapping and high-definition image base pictures are carried out on strawberry planting bases through space high-definition aerial photography, and space layout of the strawberry planting bases is carried out by combining a satellite map;
s200, obtaining strawberry planting production information through high-definition video monitoring according to spatial layout of strawberry planting bases, and carrying out farm planting analysis to form farm planting analysis records;
s300, according to farm planting analysis records, obtaining a strawberry planting growth model by integrating the knowledge of the whole strawberry growing system and quantifying the physiological and ecological processes and the interrelationships of the strawberry physiological and ecological processes;
s400, according to the strawberry planting growth model, the strawberry planting process integrated planting information management is carried out in cooperation with the strawberry planting base meteorological conditions, the strawberry planting soil conditions and the strawberry planting management scheme.
Preferably, S100 includes:
s101, aerial mapping is carried out on strawberry planting bases through space high-definition aerial photography, and aerial mapping high-definition image base pictures are obtained;
S102, combining an aerial mapping high-definition image base map with a satellite map, and running space geographic information application;
s103, spatial layout of strawberry planting bases is carried out according to the spatial geographic information application; the spatial layout of the strawberry planting base comprises: strawberry planting base land block position, greenhouse position, strawberry planting base area, strawberry planting base range and strawberry planting greenhouse area layout information; the strawberry cultivation greenhouse area layout information comprises: strawberry planting greenhouse area layout, strawberry planting variety information and strawberry planting enterprise tenant information.
Preferably, S200 includes:
s201, setting high-definition video monitoring according to spatial layout of strawberry planting bases;
s202, periodically capturing growth condition pictures of all blocks of a park through high-definition video monitoring to form a short-growth video record, and acquiring strawberry planting production information of a strawberry planting area;
s203, performing farm planting analysis according to the strawberry planting production information of the strawberry planting area to form a farm planting analysis record;
the strawberry planting production information comprises: the growth condition of the strawberry planting area, the farming operation of strawberry planting, the characteristics of strawberry products, the yield condition of the strawberry planting area and the sales condition of the strawberry.
Preferably, S300 includes:
s301, according to farm planting analysis records, acquiring a strawberry fertility system knowledge comprehensive module by integrating the whole strawberry fertility system knowledge;
s302, quantifying the physiological and ecological processes of the strawberries and the physiological and ecological correlations of the strawberries, and carrying out data analysis and system synthesis;
s303, obtaining a strawberry planting and growing model through data analysis and system synthesis.
Preferably, S400 includes:
s401, forming a meteorological collaborative strawberry agricultural management module according to a strawberry planting growth model and collaborative strawberry planting base meteorological conditions, strawberry planting soil conditions and a strawberry planting management scheme;
s402, dynamically and quantitatively tracking the strawberry growth, strawberry development, strawberry grain formation and strawberry planting yield in the strawberry planting process to obtain a dynamic and quantitative tracking module in the strawberry planting process;
s403, carrying out integrated planting information management of the strawberry planting process according to the weather collaborative strawberry agricultural management module and the strawberry planting process dynamic quantitative tracking module.
Compared with the prior art, the invention at least comprises the following beneficial effects:
the invention provides a spatial meteorological synergetic strawberry agriculture integrated planting system and a spatial meteorological synergetic strawberry agriculture integrated planting method, wherein spatial layout of strawberry planting bases is carried out by aerial mapping high-definition image base pictures of the strawberry planting bases through spatial high-definition aerial photography and combining with satellite maps; the base space monitoring, planting and analyzing subsystem is used for acquiring strawberry planting production information through high-definition video monitoring according to the spatial layout of strawberry planting bases, carrying out farm planting analysis, and forming a farm planting analysis record; the strawberry fertility knowledge quantitative synthesis subsystem synthesizes the whole strawberry fertility system knowledge according to the farm planting analysis record, and quantifies the physiological and ecological processes and the interrelation thereof of the strawberries to obtain a strawberry planting growth model; the meteorological cooperation strawberry integrated planting subsystem is used for carrying out integrated planting information management in a strawberry planting process according to a strawberry planting growth model and cooperation of strawberry planting base meteorological conditions, strawberry planting soil conditions and a strawberry planting management scheme; the problem of informatization management in the strawberry planting process is solved, planting informatization, datamation and intellectualization are realized, and spatial weather cooperated strawberry agriculture integrated planting is realized; the strawberry agricultural meteorological synergistic energy consumption is greatly saved, and the strawberry planting efficiency and the strawberry planting digitization degree are widely improved.
Additional advantages, objects, and features of the invention will be set forth in part in the description which follows and in part will become apparent to those having ordinary skill in the art upon examination of the following or may be learned from practice of the invention.
Drawings
The accompanying drawings are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate the invention and together with the embodiments of the invention, serve to explain the invention. In the drawings:
fig. 1 is a frame diagram of a spatial weather cooperative strawberry agriculture integrated planting system according to the invention.
Fig. 2 is a diagram of an embodiment of spatial layout for spatial weather and strawberry agriculture integrated planting according to the present invention.
Fig. 3 is a diagram of an embodiment of spatial weather collaborative strawberry agriculture integrated planting space monitoring planting according to the invention.
Fig. 4 is a diagram of a data quantization embodiment of a spatial weather cooperative strawberry agriculture integrated planting system according to the present invention.
Fig. 5 is a diagram of an embodiment of planting information management of a spatial weather cooperative strawberry agriculture integrated planting system according to the present invention.
Fig. 6 is a step diagram of a spatial weather cooperative strawberry agriculture integrated planting method.
Detailed Description
The present invention is described in further detail below with reference to the drawings and examples to enable those skilled in the art to practice the same and to refer to the description; as shown in fig. 1-6, the present invention provides a spatial weather synergistic strawberry agriculture integrated planting system, comprising:
the spatial layout subsystem of the strawberry planting base performs aerial mapping on the strawberry planting base through spatial high-definition aerial photography, and performs spatial layout of the strawberry planting base by combining a satellite map;
the base space monitoring, planting and analyzing subsystem is used for acquiring strawberry planting production information through high-definition video monitoring according to the spatial layout of strawberry planting bases, carrying out farm planting analysis, and forming a farm planting analysis record;
the strawberry fertility knowledge quantitative synthesis subsystem synthesizes the whole strawberry fertility system knowledge according to the farm planting analysis record, and quantifies the physiological and ecological processes and the interrelation thereof of the strawberries to obtain a strawberry planting growth model;
and the meteorological cooperation strawberry integrated planting subsystem is used for carrying out strawberry planting process integrated planting information management according to a strawberry planting growth model and cooperation of strawberry planting base meteorological conditions, strawberry planting soil conditions and a strawberry planting management scheme.
The working principle of the technical scheme is as follows: the invention provides a spatial weather cooperated strawberry agriculture integrated planting system, which comprises: the spatial layout subsystem of the strawberry planting base performs aerial mapping on the strawberry planting base through spatial high-definition aerial photography, and performs spatial layout of the strawberry planting base by combining a satellite map; the base space monitoring, planting and analyzing subsystem is used for acquiring strawberry planting production information through high-definition video monitoring according to the spatial layout of strawberry planting bases, carrying out farm planting analysis, and forming a farm planting analysis record; the strawberry fertility knowledge quantitative synthesis subsystem synthesizes the whole strawberry fertility system knowledge according to the farm planting analysis record, and quantifies the physiological and ecological processes and the interrelation thereof of the strawberries to obtain a strawberry planting growth model; the meteorological cooperation strawberry integrated planting subsystem is used for carrying out integrated planting information management in a strawberry planting process according to a strawberry planting growth model and cooperation of strawberry planting base meteorological conditions, strawberry planting soil conditions and a strawberry planting management scheme; and (5) configuring a space weather and strawberry agriculture integrated planting weather station.
The beneficial effects of the technical scheme are as follows: the invention provides a spatial weather cooperated strawberry agriculture integrated planting system, which comprises: the spatial layout subsystem of the strawberry planting base performs aerial mapping on the strawberry planting base through spatial high-definition aerial photography, and performs spatial layout of the strawberry planting base by combining a satellite map; the base space monitoring, planting and analyzing subsystem is used for acquiring strawberry planting production information through high-definition video monitoring according to the spatial layout of strawberry planting bases, carrying out farm planting analysis, and forming a farm planting analysis record; the strawberry fertility knowledge quantitative synthesis subsystem synthesizes the whole strawberry fertility system knowledge according to the farm planting analysis record, and quantifies the physiological and ecological processes and the interrelation thereof of the strawberries to obtain a strawberry planting growth model; the meteorological cooperation strawberry integrated planting subsystem is used for carrying out integrated planting information management in a strawberry planting process according to a strawberry planting growth model and cooperation of strawberry planting base meteorological conditions, strawberry planting soil conditions and a strawberry planting management scheme; the problem of informatization management in the strawberry planting process is solved, planting informatization, datamation and intellectualization are realized, and spatial weather cooperated strawberry agriculture integrated planting is realized; the strawberry agricultural meteorological synergistic energy consumption is greatly saved, and the strawberry planting efficiency and the strawberry planting digitization degree are widely improved.
In one embodiment, a strawberry planting base spatial layout subsystem includes:
the aerial mapping high-definition base map subsystem performs aerial mapping on the strawberry planting base through space high-definition aerial mapping to obtain an aerial mapping high-definition image base map;
the satellite map is combined with the information subsystem to carry out aerial mapping on the high-definition image base map, and the space geographic information application is carried out by combining with the satellite map;
the strawberry planting space layout subsystem is used for carrying out spatial layout on strawberry planting bases according to the spatial geographic information application; the spatial layout of the strawberry planting base comprises: strawberry planting base land block position, greenhouse position, strawberry planting base area, strawberry planting base range and strawberry planting greenhouse area layout information; the strawberry cultivation greenhouse area layout information comprises: strawberry planting greenhouse area layout, strawberry planting variety information and strawberry planting enterprise tenant information.
The working principle of the technical scheme is as follows: a strawberry planting base spatial layout subsystem comprising: the aerial mapping high-definition base map subsystem performs aerial mapping on the strawberry planting base through space high-definition aerial mapping to obtain an aerial mapping high-definition image base map; the satellite map is combined with the information subsystem to carry out aerial mapping on the high-definition image base map, and the space geographic information application is carried out by combining with the satellite map; the strawberry planting space layout subsystem is used for carrying out spatial layout on strawberry planting bases according to the spatial geographic information application; the spatial layout of the strawberry planting base comprises: strawberry planting base land block position, greenhouse position, strawberry planting base area, strawberry planting base range and strawberry planting greenhouse area layout information; the strawberry cultivation greenhouse area layout information comprises: strawberry planting greenhouse area layout, strawberry planting variety information and strawberry planting enterprise tenant information.
The beneficial effects of the technical scheme are as follows: aerial mapping is carried out on the strawberry planting base through the aerial mapping high-definition base map subsystem and the space high-definition aerial mapping is carried out, so that an aerial mapping high-definition image base map is obtained; the satellite map is combined with the information subsystem to carry out aerial mapping on the high-definition image base map, and the space geographic information application is carried out by combining with the satellite map; the strawberry planting space layout subsystem is used for carrying out spatial layout on strawberry planting bases according to the spatial geographic information application; the spatial layout of the strawberry planting base comprises: strawberry planting base land block position, greenhouse position, strawberry planting base area, strawberry planting base range and strawberry planting greenhouse area layout information; the strawberry cultivation greenhouse area layout information comprises: strawberry planting greenhouse area layout, strawberry planting variety information and strawberry planting enterprise tenant information; the strawberry planting greenhouse area layout with higher utilization rate can be performed.
In one embodiment, a base space monitoring planting analysis subsystem includes:
the high-definition video monitoring subsystem is arranged, and high-definition video monitoring is set according to the spatial layout of the strawberry planting base;
the growth condition video information subsystem is used for periodically capturing growth condition pictures of all blocks of a park through high-definition video monitoring to form a growth short video record and acquiring strawberry planting production information of a strawberry planting area;
The farm planting analysis recording subsystem is used for carrying out farm planting analysis according to the strawberry planting production information of the strawberry planting area to form a farm planting analysis record;
the strawberry planting production information comprises: the growth condition of the strawberry planting area, the farming operation of strawberry planting, the characteristics of strawberry products, the yield condition of the strawberry planting area and the sales condition of the strawberry.
The working principle of the technical scheme is as follows: a base space monitoring planting analysis subsystem comprising: the high-definition video monitoring subsystem is arranged, and high-definition video monitoring is set according to the spatial layout of the strawberry planting base; the growth condition video information subsystem is used for periodically capturing growth condition pictures of all blocks of a park through high-definition video monitoring to form a growth short video record and acquiring strawberry planting production information of a strawberry planting area; the farm planting analysis recording subsystem is used for carrying out farm planting analysis according to the strawberry planting production information of the strawberry planting area to form a farm planting analysis record; the strawberry planting production information comprises: the method comprises the following steps of growing conditions of strawberry planting areas, strawberry planting farming operations, strawberry product characteristics, yield conditions of the strawberry planting areas and strawberry sales conditions;
Tracking growth data of different growth stages of strawberry sample plants in a strawberry planting system: firstly, carrying out strawberry sample plant tracking marking on the bred strawberry plants one by one, and arranging a plurality of layers of fluorescent marks around the strawberry sample plants; the multi-circle layer fluorescent marks are expanded from circle to circle by taking the strawberry sample plant as the center, the first circle of the multi-circle layer fluorescent marks are overlapped with the edge of the outermost layer plant of the strawberry sample plant in the initial tracking stage of the strawberry sample plant, the second circle of the multi-circle layer fluorescent marks are up to the outermost circle layer fluorescent marks, and the continuous tracking stage growth target range is set; and tracking the multi-circle-layer fluorescent marks through high-definition video monitoring, shooting high-definition images of strawberry sample plants according to a set period in multiple angles, overlapping edges of the multi-angle images, and recording the growth time of strawberries from the first circle-layer fluorescent marks to the second circle-layer fluorescent marks until the outermost circle-layer fluorescent marks to obtain the growth condition of strawberry planting areas.
The beneficial effects of the technical scheme are as follows: setting high-definition video monitoring according to spatial layout of strawberry planting bases by arranging a high-definition video monitoring subsystem; the growth condition video information subsystem is used for periodically capturing growth condition pictures of all blocks of a park through high-definition video monitoring to form a growth short video record and acquiring strawberry planting production information of a strawberry planting area; the farm planting analysis recording subsystem is used for carrying out farm planting analysis according to the strawberry planting production information of the strawberry planting area to form a farm planting analysis record; the strawberry planting production information comprises: the method comprises the following steps of growing conditions of strawberry planting areas, strawberry planting farming operations, strawberry product characteristics, yield conditions of the strawberry planting areas and strawberry sales conditions;
Tracking growth data of different growth stages of strawberry sample plants in a strawberry planting system: firstly, carrying out strawberry sample plant tracking marking on the bred strawberry plants one by one, and arranging a plurality of layers of fluorescent marks around the strawberry sample plants; the multi-circle layer fluorescent marks are expanded from circle to circle by taking the strawberry sample plant as the center, the first circle of the multi-circle layer fluorescent marks are overlapped with the edge of the outermost layer plant of the strawberry sample plant in the initial tracking stage of the strawberry sample plant, the second circle of the multi-circle layer fluorescent marks are up to the outermost circle layer fluorescent marks, and the continuous tracking stage growth target range is set; tracking multi-circle-layer fluorescent marks through high-definition video monitoring, shooting high-definition images of strawberry sample plants at multiple angles according to a set period, overlapping edges of the multi-angle images, and recording growth time from the first circle-layer fluorescent marks to the second circle-layer fluorescent marks until the outermost circle-layer fluorescent marks of the strawberries to obtain growth conditions of strawberry planting areas; the method can more accurately track the growing condition of strawberry planting and obtain more detailed growing data in different growing stages.
In one embodiment, a strawberry fertility knowledge quantitative composition subsystem, comprising:
The strawberry fertility knowledge comprehensive subsystem is used for acquiring a strawberry fertility system knowledge comprehensive module by integrating the whole strawberry fertility system knowledge according to the farm planting analysis record;
the strawberry physiological and ecological data quantification subsystem quantifies the physiological and ecological processes of the strawberries and the physiological and ecological correlations of the strawberries, and performs data analysis and system synthesis;
and the strawberry planting and growing model subsystem is used for obtaining a strawberry planting and growing model through data analysis and system synthesis.
The working principle of the technical scheme is as follows: a strawberry fertility knowledge quantitative synthesis subsystem comprising: the strawberry fertility knowledge comprehensive subsystem is used for acquiring a strawberry fertility system knowledge comprehensive module by integrating the whole strawberry fertility system knowledge according to the farm planting analysis record; the strawberry physiological and ecological data quantification subsystem quantifies the physiological and ecological processes of the strawberries and the physiological and ecological correlations of the strawberries, and performs data analysis and system synthesis; the strawberry planting and growing model subsystem is used for obtaining a strawberry planting and growing model through data analysis and system synthesis;
calculating the efficiency value of the total assimilation substance of strawberry growth into total dry matter:
wherein SZCG represents the efficiency of conversion of total assimilation of strawberry growth into total dry matter, SZ, SG, SH, ZCr represents the distribution coefficients of total dry matter to leaves, stems, ears, roots, respectively; CGZ, CGG, CGH, SCr shows the efficiency of the conversion of assimilates into dry matter of leaves, stems, ears, root organs, respectively.
The beneficial effects of the technical scheme are as follows: the strawberry fertility knowledge comprehensive subsystem is used for acquiring a strawberry fertility system knowledge comprehensive module by integrating the whole strawberry fertility system knowledge according to the farm planting analysis record; the strawberry physiological and ecological data quantification subsystem quantifies the physiological and ecological processes of the strawberries and the physiological and ecological correlations of the strawberries, and performs data analysis and system synthesis; the strawberry planting and growing model subsystem is used for obtaining a strawberry planting and growing model through data analysis and system synthesis; the strawberry physiological and ecological process and the strawberry physiological and ecological interrelation can be quantized, the efficiency of data analysis and system synthesis is improved, and the strawberry physiological and ecological is optimized;
calculating the efficiency value of the total assimilation substance of strawberry growth into total dry matter: wherein SZCG represents the efficiency of conversion of total assimilation of strawberry growth into total dry matter, SZ, SG, SH, ZCr represents the distribution coefficients of total dry matter to leaves, stems, ears, roots, respectively; CGZ, CGG, CGH, SCr the efficiency of the assimilation into dry matter of leaves, stems, ears and root organs, respectively; the strawberry growth efficiency is higher by calculating the efficiency value of the total assimilation substance of the strawberry growth to the total dry matter.
In one embodiment, a weather collaborative strawberry integrated planting subsystem includes:
the meteorological cooperation strawberry agricultural management subsystem is used for cooperating with the meteorological conditions of the strawberry planting base, the strawberry planting soil conditions and the strawberry planting management scheme according to the strawberry planting growth model to form a meteorological cooperation strawberry agricultural management module;
the strawberry planting dynamic quantitative tracking subsystem is used for dynamically and quantitatively tracking the strawberry growth, strawberry development, strawberry grain formation and strawberry planting yield in the strawberry planting process to obtain a strawberry planting process dynamic quantitative tracking module;
and the planting process integrated information management subsystem is used for carrying out strawberry planting process integrated planting information management according to the weather collaborative strawberry agricultural management module and the strawberry planting process dynamic quantitative tracking module.
The working principle of the technical scheme is as follows: meteorological cooperation strawberry integration plants subsystem includes: the meteorological cooperation strawberry agricultural management subsystem is used for cooperating with the meteorological conditions of the strawberry planting base, the strawberry planting soil conditions and the strawberry planting management scheme according to the strawberry planting growth model to form a meteorological cooperation strawberry agricultural management module; the strawberry planting dynamic quantitative tracking subsystem is used for dynamically and quantitatively tracking the strawberry growth, strawberry development, strawberry grain formation and strawberry planting yield in the strawberry planting process to obtain a strawberry planting process dynamic quantitative tracking module; the planting process integrated information management subsystem is used for carrying out strawberry planting process integrated planting information management according to the weather collaborative strawberry agricultural management module and the strawberry planting process dynamic quantitative tracking module;
The integrated planting information management of the strawberry planting process comprises the following steps: acquiring the current greenhouse planting condition, strawberry planting progress, strawberry production plan, strawberry harvesting plan and standardized strawberry production plan in the strawberry planting process; forming a standard strawberry planting model; carrying out strawberry planting data butt joint through a strawberry standard planting model, carrying out strawberry multi-variety planting modeling according to strawberry planting butt joint data, and setting farming operation time schedule and strawberry pest control plan; enterprise planting plan management by strawberry production work plan, the enterprise planting plan management comprising: management of planted products, setting of starting and ending time, management of planted land and work planning on specific dates; performing strawberry production seedling plan maintenance, the strawberry production seedling plan maintenance comprising: seedling raising products, seedling raising quantity, seedling raising service plots, starting time and predicted ending time; performing a strawberry planting process record, the strawberry planting process record comprising: sowing, fertilizing, weeding, pest control and harvesting; setting a mobile phone terminal for strawberry planting operation to support APP; checking the current planting condition of each base, including planting batch, planting products, planting area and planting land, checking production archives, production archives details and production cost investment; the production archive graph and the production archive details are generated and updated in real time according to the planting management; maintenance of a recovery plan comprising: the planting batch, the product name, the harvesting time, the harvesting area and the predicted yield are harvested; preparing production schemes aiming at products with different production periods, and generating a standardized production scheme; the standardized production scheme comprises: an operation basic unit, an operation name and operation content.
The beneficial effects of the technical scheme are as follows: forming a weather collaborative strawberry agricultural management module by a weather collaborative strawberry agricultural management subsystem according to a strawberry planting growth model, collaborative strawberry planting base weather conditions, strawberry planting soil conditions and a strawberry planting management scheme; the strawberry planting dynamic quantitative tracking subsystem is used for dynamically and quantitatively tracking the strawberry growth, strawberry development, strawberry grain formation and strawberry planting yield in the strawberry planting process to obtain a strawberry planting process dynamic quantitative tracking module; the planting process integrated information management subsystem is used for carrying out strawberry planting process integrated planting information management according to the weather collaborative strawberry agricultural management module and the strawberry planting process dynamic quantitative tracking module;
the integrated planting information management of the strawberry planting process comprises the following steps: acquiring the current greenhouse planting condition, strawberry planting progress, strawberry production plan, strawberry harvesting plan and standardized strawberry production plan in the strawberry planting process; forming a standard strawberry planting model; carrying out strawberry planting data butt joint through a strawberry standard planting model, carrying out strawberry multi-variety planting modeling according to strawberry planting butt joint data, and setting farming operation time schedule and strawberry pest control plan; enterprise planting plan management by strawberry production work plan, the enterprise planting plan management comprising: management of planted products, setting of starting and ending time, management of planted land and work planning on specific dates; performing strawberry production seedling plan maintenance, the strawberry production seedling plan maintenance comprising: seedling raising products, seedling raising quantity, seedling raising service plots, starting time and predicted ending time; performing a strawberry planting process record, the strawberry planting process record comprising: sowing, fertilizing, weeding, pest control and harvesting; setting a mobile phone terminal for strawberry planting operation to support APP; checking the current planting condition of each base, including planting batch, planting products, planting area and planting land, checking production archives, production archives details and production cost investment; the production archive graph and the production archive details are generated and updated in real time according to the planting management; maintenance of a recovery plan comprising: the planting batch, the product name, the harvesting time, the harvesting area and the predicted yield are harvested; preparing production schemes aiming at products with different production periods, and generating a standardized production scheme; the standardized production scheme comprises: an operation basic unit, an operation name and operation content; the method can realize informatization, datamation and intellectualization of planting and realize spatial weather cooperated strawberry agriculture integrated planting; the strawberry agricultural meteorological synergistic energy consumption is greatly saved, and the strawberry planting efficiency and the strawberry planting digitization degree are widely improved.
The invention provides a spatial weather collaborative strawberry agriculture integrated planting method, which comprises the following steps:
s100, aerial mapping and high-definition image base pictures are carried out on strawberry planting bases through space high-definition aerial photography, and space layout of the strawberry planting bases is carried out by combining a satellite map;
s200, obtaining strawberry planting production information through high-definition video monitoring according to spatial layout of strawberry planting bases, and carrying out farm planting analysis to form farm planting analysis records;
s300, according to farm planting analysis records, obtaining a strawberry planting growth model by integrating the knowledge of the whole strawberry growing system and quantifying the physiological and ecological processes and the interrelationships of the strawberry physiological and ecological processes;
s400, according to the strawberry planting growth model, the strawberry planting process integrated planting information management is carried out in cooperation with the strawberry planting base meteorological conditions, the strawberry planting soil conditions and the strawberry planting management scheme.
The working principle of the technical scheme is as follows: the invention provides a spatial weather collaborative strawberry agriculture integrated planting method, which comprises the following steps: aerial mapping high-definition image base pictures are carried out on strawberry planting bases through space high-definition aerial photography, and space layout of the strawberry planting bases is carried out by combining satellite maps; according to the spatial layout of the strawberry planting base, acquiring strawberry planting production information through high-definition video monitoring, and carrying out farm planting analysis to form a farm planting analysis record; according to the analysis record of the farm planting, the whole strawberry fertility system knowledge is synthesized, and the physiological and ecological processes of the strawberries and the interrelationships thereof are quantified, so that a strawberry planting and growing model is obtained; according to the strawberry planting growth model, the strawberry planting process integrated planting information management is carried out by cooperating with the strawberry planting base meteorological conditions, the strawberry planting soil conditions and the strawberry planting management scheme; and (5) configuring a space weather and strawberry agriculture integrated planting weather station.
The beneficial effects of the technical scheme are as follows: the invention provides a spatial weather collaborative strawberry agriculture integrated planting method, which comprises the following steps: aerial mapping high-definition image base pictures are carried out on strawberry planting bases through space high-definition aerial photography, and space layout of the strawberry planting bases is carried out by combining satellite maps; according to the spatial layout of the strawberry planting base, acquiring strawberry planting production information through high-definition video monitoring, and carrying out farm planting analysis to form a farm planting analysis record; according to the analysis record of the farm planting, the whole strawberry fertility system knowledge is synthesized, and the physiological and ecological processes of the strawberries and the interrelationships thereof are quantified, so that a strawberry planting and growing model is obtained; according to the strawberry planting growth model, the strawberry planting process integrated planting information management is carried out by cooperating with the strawberry planting base meteorological conditions, the strawberry planting soil conditions and the strawberry planting management scheme; the problem of informatization management in the strawberry planting process is solved, planting informatization, datamation and intellectualization are realized, and spatial weather cooperated strawberry agriculture integrated planting is realized; the strawberry agricultural meteorological synergistic energy consumption is greatly saved, and the strawberry planting efficiency and the strawberry planting digitization degree are widely improved.
In one embodiment, S100 comprises:
s101, aerial mapping is carried out on strawberry planting bases through space high-definition aerial photography, and aerial mapping high-definition image base pictures are obtained;
s102, combining an aerial mapping high-definition image base map with a satellite map, and running space geographic information application;
s103, spatial layout of strawberry planting bases is carried out according to the spatial geographic information application; the spatial layout of the strawberry planting base comprises: strawberry planting base land block position, greenhouse position, strawberry planting base area, strawberry planting base range and strawberry planting greenhouse area layout information; the strawberry cultivation greenhouse area layout information comprises: strawberry planting greenhouse area layout, strawberry planting variety information and strawberry planting enterprise tenant information.
The working principle of the technical scheme is as follows: aerial mapping is carried out on the strawberry planting base through space high-definition aerial photography, and an aerial mapping high-definition image base map is obtained; combining the aerial mapping high-definition image base map with a satellite map, and running the application of the space geographic information; performing spatial layout of strawberry planting bases according to the spatial geographic information application; the spatial layout of the strawberry planting base comprises: strawberry planting base land block position, greenhouse position, strawberry planting base area, strawberry planting base range and strawberry planting greenhouse area layout information; the strawberry cultivation greenhouse area layout information comprises: strawberry planting greenhouse area layout, strawberry planting variety information and strawberry planting enterprise tenant information.
The beneficial effects of the technical scheme are as follows: aerial mapping is carried out on the strawberry planting base through space high-definition aerial photography, and an aerial mapping high-definition image base map is obtained; combining the aerial mapping high-definition image base map with a satellite map, and running the application of the space geographic information; performing spatial layout of strawberry planting bases according to the spatial geographic information application; the spatial layout of the strawberry planting base comprises: strawberry planting base land block position, greenhouse position, strawberry planting base area, strawberry planting base range and strawberry planting greenhouse area layout information; the strawberry cultivation greenhouse area layout information comprises: strawberry planting greenhouse area layout, strawberry planting variety information and strawberry planting enterprise tenant information; the strawberry planting greenhouse area layout with higher utilization rate can be performed.
In one embodiment, S200 comprises:
s201, setting high-definition video monitoring according to spatial layout of strawberry planting bases;
s202, periodically capturing growth condition pictures of all blocks of a park through high-definition video monitoring to form a short-growth video record, and acquiring strawberry planting production information of a strawberry planting area;
s203, performing farm planting analysis according to the strawberry planting production information of the strawberry planting area to form a farm planting analysis record;
The strawberry planting production information comprises: the growth condition of the strawberry planting area, the farming operation of strawberry planting, the characteristics of strawberry products, the yield condition of the strawberry planting area and the sales condition of the strawberry.
The working principle of the technical scheme is as follows: setting high-definition video monitoring according to spatial layout of strawberry planting bases; through high-definition video monitoring, capturing the growth condition pictures of all the blocks of the park at regular time, forming a short-growth video record, and acquiring strawberry planting production information of a strawberry planting area; according to the strawberry planting production information of the strawberry planting area, farm planting analysis is carried out to form a farm planting analysis record; the strawberry planting production information comprises: the method comprises the following steps of growing conditions of strawberry planting areas, strawberry planting farming operations, strawberry product characteristics, yield conditions of the strawberry planting areas and strawberry sales conditions;
tracking growth data of different growth stages of strawberry sample plants in a strawberry planting system: firstly, carrying out strawberry sample plant tracking marking on the bred strawberry plants one by one, and arranging a plurality of layers of fluorescent marks around the strawberry sample plants; the multi-circle layer fluorescent marks are expanded from circle to circle by taking the strawberry sample plant as the center, the first circle of the multi-circle layer fluorescent marks are overlapped with the edge of the outermost layer plant of the strawberry sample plant in the initial tracking stage of the strawberry sample plant, the second circle of the multi-circle layer fluorescent marks are up to the outermost circle layer fluorescent marks, and the continuous tracking stage growth target range is set; and tracking the multi-circle-layer fluorescent marks through high-definition video monitoring, shooting high-definition images of strawberry sample plants according to a set period in multiple angles, overlapping edges of the multi-angle images, and recording the growth time of strawberries from the first circle-layer fluorescent marks to the second circle-layer fluorescent marks until the outermost circle-layer fluorescent marks to obtain the growth condition of strawberry planting areas.
The beneficial effects of the technical scheme are as follows: setting high-definition video monitoring according to spatial layout of strawberry planting bases; through high-definition video monitoring, capturing the growth condition pictures of all the blocks of the park at regular time, forming a short-growth video record, and acquiring strawberry planting production information of a strawberry planting area; according to the strawberry planting production information of the strawberry planting area, farm planting analysis is carried out to form a farm planting analysis record; the strawberry planting production information comprises: the method comprises the following steps of growing conditions of strawberry planting areas, strawberry planting farming operations, strawberry product characteristics, yield conditions of the strawberry planting areas and strawberry sales conditions;
tracking growth data of different growth stages of strawberry sample plants in a strawberry planting system: firstly, carrying out strawberry sample plant tracking marking on the bred strawberry plants one by one, and arranging a plurality of layers of fluorescent marks around the strawberry sample plants; the multi-circle layer fluorescent marks are expanded from circle to circle by taking the strawberry sample plant as the center, the first circle of the multi-circle layer fluorescent marks are overlapped with the edge of the outermost layer plant of the strawberry sample plant in the initial tracking stage of the strawberry sample plant, the second circle of the multi-circle layer fluorescent marks are up to the outermost circle layer fluorescent marks, and the continuous tracking stage growth target range is set; tracking multi-circle-layer fluorescent marks through high-definition video monitoring, shooting high-definition images of strawberry sample plants at multiple angles according to a set period, overlapping edges of the multi-angle images, and recording growth time from the first circle-layer fluorescent marks to the second circle-layer fluorescent marks until the outermost circle-layer fluorescent marks of the strawberries to obtain growth conditions of strawberry planting areas; the method can more accurately track the growing condition of strawberry planting and obtain more detailed growing data in different growing stages.
In one embodiment, S300 includes:
s301, according to farm planting analysis records, acquiring a strawberry fertility system knowledge comprehensive module by integrating the whole strawberry fertility system knowledge;
s302, quantifying the physiological and ecological processes of the strawberries and the physiological and ecological correlations of the strawberries, and carrying out data analysis and system synthesis;
s303, obtaining a strawberry planting and growing model through data analysis and system synthesis.
The working principle of the technical scheme is as follows: according to the farm planting analysis record, the whole strawberry fertility system knowledge is synthesized to obtain a strawberry fertility system knowledge synthesis module; quantifying the physiological and ecological processes of the strawberries and the physiological and ecological correlations of the strawberries, and carrying out data analysis and system synthesis; obtaining a strawberry planting and growing model through data analysis and system synthesis;
calculating the efficiency value of the total assimilation substance of strawberry growth into total dry matter:
wherein SZCG represents the efficiency of conversion of total assimilation of strawberry growth into total dry matter, SZ, SG, SH, ZCr represents the distribution coefficients of total dry matter to leaves, stems, ears, roots, respectively; CGZ, CGG, CGH, SCr shows the efficiency of the conversion of assimilates into dry matter of leaves, stems, ears, root organs, respectively.
The beneficial effects of the technical scheme are as follows: according to the farm planting analysis record, the whole strawberry fertility system knowledge is synthesized to obtain a strawberry fertility system knowledge synthesis module; quantifying the physiological and ecological processes of the strawberries and the physiological and ecological correlations of the strawberries, and carrying out data analysis and system synthesis; obtaining a strawberry planting and growing model through data analysis and system synthesis; the strawberry physiological and ecological process and the strawberry physiological and ecological interrelation can be quantized, the efficiency of data analysis and system synthesis is improved, and the strawberry physiological and ecological is optimized;
calculating the efficiency value of the total assimilation substance of strawberry growth into total dry matter: wherein SZCG represents the efficiency of conversion of total assimilation of strawberry growth into total dry matter, SZ, SG, SH, ZCr represents the distribution coefficients of total dry matter to leaves, stems, ears, roots, respectively; CGZ, CGG, CGH, SCr the efficiency of the assimilation into dry matter of leaves, stems, ears and root organs, respectively; the strawberry growth efficiency is higher by calculating the efficiency value of the total assimilation substance of the strawberry growth to the total dry matter.
In one embodiment, S400 includes:
s401, forming a meteorological collaborative strawberry agricultural management module according to a strawberry planting growth model and collaborative strawberry planting base meteorological conditions, strawberry planting soil conditions and a strawberry planting management scheme;
S402, dynamically and quantitatively tracking the strawberry growth, strawberry development, strawberry grain formation and strawberry planting yield in the strawberry planting process to obtain a dynamic and quantitative tracking module in the strawberry planting process;
s403, carrying out integrated planting information management of the strawberry planting process according to the weather collaborative strawberry agricultural management module and the strawberry planting process dynamic quantitative tracking module.
The working principle of the technical scheme is as follows: according to the strawberry planting and growing model, the meteorological conditions of the strawberry planting base, the strawberry planting soil conditions and the strawberry planting management scheme are cooperated to form a meteorological cooperated strawberry agricultural management module; dynamically and quantitatively tracking the strawberry growth, strawberry development, strawberry seed formation and strawberry planting yield in the strawberry planting process to obtain a dynamic and quantitative tracking module in the strawberry planting process; according to the weather collaborative strawberry agricultural management module and the strawberry planting process dynamic quantitative tracking module, carrying out integrated planting information management of the strawberry planting process;
the integrated planting information management of the strawberry planting process comprises the following steps: acquiring the current greenhouse planting condition, strawberry planting progress, strawberry production plan, strawberry harvesting plan and standardized strawberry production plan in the strawberry planting process; forming a standard strawberry planting model; carrying out strawberry planting data butt joint through a strawberry standard planting model, carrying out strawberry multi-variety planting modeling according to strawberry planting butt joint data, and setting farming operation time schedule and strawberry pest control plan; enterprise planting plan management by strawberry production work plan, the enterprise planting plan management comprising: management of planted products, setting of starting and ending time, management of planted land and work planning on specific dates; performing strawberry production seedling plan maintenance, the strawberry production seedling plan maintenance comprising: seedling raising products, seedling raising quantity, seedling raising service plots, starting time and predicted ending time; performing a strawberry planting process record, the strawberry planting process record comprising: sowing, fertilizing, weeding, pest control and harvesting; setting a mobile phone terminal for strawberry planting operation to support APP; checking the current planting condition of each base, including planting batch, planting products, planting area and planting land, checking production archives, production archives details and production cost investment; the production archive graph and the production archive details are generated and updated in real time according to the planting management; maintenance of a recovery plan comprising: the planting batch, the product name, the harvesting time, the harvesting area and the predicted yield are harvested; preparing production schemes aiming at products with different production periods, and generating a standardized production scheme; the standardized production scheme comprises: an operation basic unit, an operation name and operation content.
The beneficial effects of the technical scheme are as follows: according to the strawberry planting and growing model, the meteorological conditions of the strawberry planting base, the strawberry planting soil conditions and the strawberry planting management scheme are cooperated to form a meteorological cooperated strawberry agricultural management module; dynamically and quantitatively tracking the strawberry growth, strawberry development, strawberry seed formation and strawberry planting yield in the strawberry planting process to obtain a dynamic and quantitative tracking module in the strawberry planting process; according to the weather collaborative strawberry agricultural management module and the strawberry planting process dynamic quantitative tracking module, carrying out integrated planting information management of the strawberry planting process;
the integrated planting information management of the strawberry planting process comprises the following steps: acquiring the current greenhouse planting condition, strawberry planting progress, strawberry production plan, strawberry harvesting plan and standardized strawberry production plan in the strawberry planting process; forming a standard strawberry planting model; carrying out strawberry planting data butt joint through a strawberry standard planting model, carrying out strawberry multi-variety planting modeling according to strawberry planting butt joint data, and setting farming operation time schedule and strawberry pest control plan; enterprise planting plan management by strawberry production work plan, the enterprise planting plan management comprising: management of planted products, setting of starting and ending time, management of planted land and work planning on specific dates; performing strawberry production seedling plan maintenance, the strawberry production seedling plan maintenance comprising: seedling raising products, seedling raising quantity, seedling raising service plots, starting time and predicted ending time; performing a strawberry planting process record, the strawberry planting process record comprising: sowing, fertilizing, weeding, pest control and harvesting; setting a mobile phone terminal for strawberry planting operation to support APP; checking the current planting condition of each base, including planting batch, planting products, planting area and planting land, checking production archives, production archives details and production cost investment; the production archive graph and the production archive details are generated and updated in real time according to the planting management; maintenance of a recovery plan comprising: the planting batch, the product name, the harvesting time, the harvesting area and the predicted yield are harvested; preparing production schemes aiming at products with different production periods, and generating a standardized production scheme; the standardized production scheme comprises: an operation basic unit, an operation name and operation content; the method can realize informatization, datamation and intellectualization of planting and realize spatial weather cooperated strawberry agriculture integrated planting; the strawberry agricultural meteorological synergistic energy consumption is greatly saved, and the strawberry planting efficiency and the strawberry planting digitization degree are widely improved.
Although embodiments of the present invention have been disclosed above, it is not limited to the details and embodiments shown and described, it is well suited to various fields of use for which the invention would be readily apparent to those skilled in the art, and accordingly, the invention is not limited to the specific details and illustrations shown and described herein, without departing from the general concepts defined in the claims and their equivalents.
Claims (8)
1. The utility model provides a space weather cooperatees strawberry agriculture integration planting system which characterized in that includes:
the spatial layout subsystem of the strawberry planting base performs aerial mapping on the strawberry planting base through spatial high-definition aerial photography, and performs spatial layout of the strawberry planting base by combining a satellite map;
the base space monitoring, planting and analyzing subsystem is used for acquiring strawberry planting production information through high-definition video monitoring according to the spatial layout of strawberry planting bases, carrying out farm planting analysis, and forming a farm planting analysis record;
the strawberry fertility knowledge quantitative synthesis subsystem synthesizes the whole strawberry fertility system knowledge according to the farm planting analysis record, and quantifies the physiological and ecological processes and the interrelation thereof of the strawberries to obtain a strawberry planting growth model;
The meteorological cooperation strawberry integrated planting subsystem is used for carrying out integrated planting information management in a strawberry planting process according to a strawberry planting growth model and cooperation of strawberry planting base meteorological conditions, strawberry planting soil conditions and a strawberry planting management scheme;
a base space monitoring planting analysis subsystem comprising:
the high-definition video monitoring subsystem is arranged, and high-definition video monitoring is set according to the spatial layout of the strawberry planting base;
the growth condition video information subsystem is used for periodically capturing growth condition pictures of all blocks of a park through high-definition video monitoring to form a growth short video record and acquiring strawberry planting production information of a strawberry planting area;
the farm planting analysis recording subsystem is used for carrying out farm planting analysis according to the strawberry planting production information of the strawberry planting area to form a farm planting analysis record;
the strawberry planting production information comprises: the method comprises the following steps of growing conditions of strawberry planting areas, strawberry planting farming operations, strawberry product characteristics, yield conditions of the strawberry planting areas and strawberry sales conditions; tracking growth data of different growth stages of strawberry sample plants in a strawberry planting system: firstly, carrying out strawberry sample plant tracking marking on the bred strawberry plants one by one, and arranging a plurality of layers of fluorescent marks around the strawberry sample plants; the multi-circle layer fluorescent marks are expanded from circle to circle by taking the strawberry sample plant as the center, the first circle of the multi-circle layer fluorescent marks are overlapped with the edge of the outermost layer plant of the strawberry sample plant in the initial tracking stage of the strawberry sample plant, the second circle of the multi-circle layer fluorescent marks are up to the outermost circle layer fluorescent marks, and the continuous tracking stage growth target range is set; and tracking the multi-circle-layer fluorescent marks through high-definition video monitoring, shooting high-definition images of strawberry sample plants according to a set period in multiple angles, overlapping edges of the multi-angle images, and recording the growth time of strawberries from the first circle-layer fluorescent marks to the second circle-layer fluorescent marks until the outermost circle-layer fluorescent marks to obtain the growth condition of strawberry planting areas.
2. A spatial weather synergistic strawberry agricultural integrated planting system as claimed in claim 1, wherein the strawberry planting base spatial layout subsystem comprises:
the aerial mapping high-definition base map subsystem performs aerial mapping on the strawberry planting base through space high-definition aerial mapping to obtain an aerial mapping high-definition image base map;
the satellite map is combined with the information subsystem to carry out aerial mapping on the high-definition image base map, and the space geographic information application is carried out by combining with the satellite map;
the strawberry planting space layout subsystem is used for carrying out spatial layout on strawberry planting bases according to the spatial geographic information application; the spatial layout of the strawberry planting base comprises: strawberry planting base land block position, greenhouse position, strawberry planting base area, strawberry planting base range and strawberry planting greenhouse area layout information; the strawberry cultivation greenhouse area layout information comprises: strawberry planting greenhouse area layout, strawberry planting variety information and strawberry planting enterprise tenant information.
3. The spatial weather synergistic strawberry agricultural integrated planting system as claimed in claim 1, wherein the strawberry fertility knowledge quantification synthesis subsystem comprises:
the strawberry fertility knowledge comprehensive subsystem is used for acquiring a strawberry fertility system knowledge comprehensive module by integrating the whole strawberry fertility system knowledge according to the farm planting analysis record;
The strawberry physiological and ecological data quantification subsystem quantifies the physiological and ecological processes of the strawberries and the physiological and ecological correlations of the strawberries, and performs data analysis and system synthesis;
and the strawberry planting and growing model subsystem is used for obtaining a strawberry planting and growing model through data analysis and system synthesis.
4. The spatial weather and strawberry agricultural integrated planting system of claim 1, wherein the weather and strawberry integrated planting subsystem comprises:
the meteorological cooperation strawberry agricultural management subsystem is used for cooperating with the meteorological conditions of the strawberry planting base, the strawberry planting soil conditions and the strawberry planting management scheme according to the strawberry planting growth model to form a meteorological cooperation strawberry agricultural management module;
the strawberry planting dynamic quantitative tracking subsystem is used for dynamically and quantitatively tracking the strawberry growth, strawberry development, strawberry grain formation and strawberry planting yield in the strawberry planting process to obtain a strawberry planting process dynamic quantitative tracking module;
and the planting process integrated information management subsystem is used for carrying out strawberry planting process integrated planting information management according to the weather collaborative strawberry agricultural management module and the strawberry planting process dynamic quantitative tracking module.
5. A spatial weather cooperated strawberry agriculture integrated planting method is characterized by comprising the following steps:
s100, aerial mapping and high-definition image base pictures are carried out on strawberry planting bases through space high-definition aerial photography, and space layout of the strawberry planting bases is carried out by combining a satellite map;
s200, obtaining strawberry planting production information through high-definition video monitoring according to spatial layout of strawberry planting bases, and carrying out farm planting analysis to form farm planting analysis records;
s300, according to farm planting analysis records, obtaining a strawberry planting growth model by integrating the knowledge of the whole strawberry growing system and quantifying the physiological and ecological processes and the interrelationships of the strawberry physiological and ecological processes;
s400, according to the strawberry planting growth model, the strawberry planting base meteorological conditions, the strawberry planting soil conditions and the strawberry planting management scheme are cooperated to perform integrated planting information management in the strawberry planting process;
s200, comprising:
s201, setting high-definition video monitoring according to spatial layout of strawberry planting bases;
s202, periodically capturing growth condition pictures of all blocks of a park through high-definition video monitoring to form a short-growth video record, and acquiring strawberry planting production information of a strawberry planting area;
S203, performing farm planting analysis according to the strawberry planting production information of the strawberry planting area to form a farm planting analysis record;
the strawberry planting production information comprises: the method comprises the following steps of growing conditions of strawberry planting areas, strawberry planting farming operations, strawberry product characteristics, yield conditions of the strawberry planting areas and strawberry sales conditions; tracking growth data of different growth stages of strawberry sample plants in a strawberry planting system: firstly, carrying out strawberry sample plant tracking marking on the bred strawberry plants one by one, and arranging a plurality of layers of fluorescent marks around the strawberry sample plants; the multi-circle layer fluorescent marks are expanded from circle to circle by taking the strawberry sample plant as the center, the first circle of the multi-circle layer fluorescent marks are overlapped with the edge of the outermost layer plant of the strawberry sample plant in the initial tracking stage of the strawberry sample plant, the second circle of the multi-circle layer fluorescent marks are up to the outermost circle layer fluorescent marks, and the continuous tracking stage growth target range is set; and tracking the multi-circle-layer fluorescent marks through high-definition video monitoring, shooting high-definition images of strawberry sample plants according to a set period in multiple angles, overlapping edges of the multi-angle images, and recording the growth time of strawberries from the first circle-layer fluorescent marks to the second circle-layer fluorescent marks until the outermost circle-layer fluorescent marks to obtain the growth condition of strawberry planting areas.
6. The spatial weather synergistic strawberry agricultural integrated planting method of claim 5, wherein S100 comprises:
s101, aerial mapping is carried out on strawberry planting bases through space high-definition aerial photography, and aerial mapping high-definition image base pictures are obtained;
s102, combining an aerial mapping high-definition image base map with a satellite map, and running space geographic information application;
s103, spatial layout of strawberry planting bases is carried out according to the spatial geographic information application; the spatial layout of the strawberry planting base comprises: strawberry planting base land block position, greenhouse position, strawberry planting base area, strawberry planting base range and strawberry planting greenhouse area layout information; the strawberry cultivation greenhouse area layout information comprises: strawberry planting greenhouse area layout, strawberry planting variety information and strawberry planting enterprise tenant information.
7. The spatial weather synergistic strawberry agricultural integrated planting method of claim 5, wherein S300 comprises:
s301, according to farm planting analysis records, acquiring a strawberry fertility system knowledge comprehensive module by integrating the whole strawberry fertility system knowledge;
s302, quantifying the physiological and ecological processes of the strawberries and the physiological and ecological correlations of the strawberries, and carrying out data analysis and system synthesis;
S303, obtaining a strawberry planting and growing model through data analysis and system synthesis.
8. The spatial weather synergistic strawberry agricultural integrated planting method of claim 5, wherein S400 comprises:
s401, forming a meteorological collaborative strawberry agricultural management module according to a strawberry planting growth model and collaborative strawberry planting base meteorological conditions, strawberry planting soil conditions and a strawberry planting management scheme;
s402, dynamically and quantitatively tracking the strawberry growth, strawberry development, strawberry grain formation and strawberry planting yield in the strawberry planting process to obtain a dynamic and quantitative tracking module in the strawberry planting process;
s403, carrying out integrated planting information management of the strawberry planting process according to the weather collaborative strawberry agricultural management module and the strawberry planting process dynamic quantitative tracking module.
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Citations (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH11299351A (en) * | 1998-04-20 | 1999-11-02 | Omron Corp | Supporting apparatus for determining operation, determination and recording medium |
CN103472789A (en) * | 2013-09-06 | 2013-12-25 | 厦门鹰君药业有限公司 | Remote monitoring system of agricultural intelligent information |
CN205594457U (en) * | 2016-05-11 | 2016-09-21 | 北方民族大学 | Vegetation situation monitoring devices based on unmanned aerial vehicle |
CN108122170A (en) * | 2017-12-21 | 2018-06-05 | 中国科学院合肥物质科学研究院 | Efficient ecological agriculture forestry planting monitors in real time and intelligent decision system |
CN108353770A (en) * | 2018-03-13 | 2018-08-03 | 中国科学院地理科学与资源研究所 | It manages the methods, devices and systems in farmland, monitor the method and device in farmland |
CN108710766A (en) * | 2018-05-25 | 2018-10-26 | 福建农林大学 | A kind of hothouse plants liquid manure machine tune fertilizer calculation method of parameters based on growth model |
CN109087211A (en) * | 2018-08-31 | 2018-12-25 | 靖西海越农业有限公司 | A kind of fertile mandarin orange wisdom implant system |
CN112215717A (en) * | 2020-10-13 | 2021-01-12 | 江西省农业科学院农业经济与信息研究所 | Agricultural information management system based on electronic map and aerial photography information |
CN114202438A (en) * | 2021-11-15 | 2022-03-18 | 安徽易刚信息技术有限公司 | Sky and ground integrated agricultural remote sensing big data system based on wisdom agriculture |
CN115204689A (en) * | 2022-07-19 | 2022-10-18 | 郑州航空工业管理学院 | Intelligent agricultural management system based on image processing |
Family Cites Families (2)
Publication number | Priority date | Publication date | Assignee | Title |
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US20220007589A1 (en) * | 2017-04-17 | 2022-01-13 | Iron Ox, Inc. | Method for monitoring growth of plants and generating a plant grow schedule |
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-
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- 2022-12-21 CN CN202211651733.2A patent/CN116050586B/en active Active
Patent Citations (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH11299351A (en) * | 1998-04-20 | 1999-11-02 | Omron Corp | Supporting apparatus for determining operation, determination and recording medium |
CN103472789A (en) * | 2013-09-06 | 2013-12-25 | 厦门鹰君药业有限公司 | Remote monitoring system of agricultural intelligent information |
CN205594457U (en) * | 2016-05-11 | 2016-09-21 | 北方民族大学 | Vegetation situation monitoring devices based on unmanned aerial vehicle |
CN108122170A (en) * | 2017-12-21 | 2018-06-05 | 中国科学院合肥物质科学研究院 | Efficient ecological agriculture forestry planting monitors in real time and intelligent decision system |
CN108353770A (en) * | 2018-03-13 | 2018-08-03 | 中国科学院地理科学与资源研究所 | It manages the methods, devices and systems in farmland, monitor the method and device in farmland |
CN108710766A (en) * | 2018-05-25 | 2018-10-26 | 福建农林大学 | A kind of hothouse plants liquid manure machine tune fertilizer calculation method of parameters based on growth model |
CN109087211A (en) * | 2018-08-31 | 2018-12-25 | 靖西海越农业有限公司 | A kind of fertile mandarin orange wisdom implant system |
CN112215717A (en) * | 2020-10-13 | 2021-01-12 | 江西省农业科学院农业经济与信息研究所 | Agricultural information management system based on electronic map and aerial photography information |
CN114202438A (en) * | 2021-11-15 | 2022-03-18 | 安徽易刚信息技术有限公司 | Sky and ground integrated agricultural remote sensing big data system based on wisdom agriculture |
CN115204689A (en) * | 2022-07-19 | 2022-10-18 | 郑州航空工业管理学院 | Intelligent agricultural management system based on image processing |
Non-Patent Citations (1)
Title |
---|
基于模型的玉米管理决策支持***研究;严定春, 诸叶平, 李世娟;农业网络信息(11);全文 * |
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