CN116542459A - An ecological scheduling method for habitat remodeling of fish spawning grounds in changing backwater areas - Google Patents
An ecological scheduling method for habitat remodeling of fish spawning grounds in changing backwater areas Download PDFInfo
- Publication number
- CN116542459A CN116542459A CN202310484752.9A CN202310484752A CN116542459A CN 116542459 A CN116542459 A CN 116542459A CN 202310484752 A CN202310484752 A CN 202310484752A CN 116542459 A CN116542459 A CN 116542459A
- Authority
- CN
- China
- Prior art keywords
- wua
- flow
- reservoir
- water level
- area
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 241000251468 Actinopterygii Species 0.000 title claims abstract description 71
- 238000000034 method Methods 0.000 title claims abstract description 27
- 238000007634 remodeling Methods 0.000 title claims abstract description 12
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 claims abstract description 162
- 238000004364 calculation method Methods 0.000 claims description 44
- 241001275867 Schizothorax Species 0.000 description 15
- 230000033228 biological regulation Effects 0.000 description 14
- 238000004088 simulation Methods 0.000 description 7
- 230000008676 import Effects 0.000 description 6
- 238000011160 research Methods 0.000 description 4
- 238000010276 construction Methods 0.000 description 3
- 238000010586 diagram Methods 0.000 description 3
- 239000000758 substrate Substances 0.000 description 3
- 241000252210 Cyprinidae Species 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 2
- 230000008859 change Effects 0.000 description 2
- 230000007423 decrease Effects 0.000 description 2
- 230000008020 evaporation Effects 0.000 description 2
- 238000001704 evaporation Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 230000001869 rapid Effects 0.000 description 2
- 241001465754 Metazoa Species 0.000 description 1
- 230000002411 adverse Effects 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 235000013601 eggs Nutrition 0.000 description 1
- 238000011156 evaluation Methods 0.000 description 1
- 238000003973 irrigation Methods 0.000 description 1
- 230000002262 irrigation Effects 0.000 description 1
- 238000010248 power generation Methods 0.000 description 1
- 230000001105 regulatory effect Effects 0.000 description 1
- 230000001850 reproductive effect Effects 0.000 description 1
- 230000004044 response Effects 0.000 description 1
- 238000012216 screening Methods 0.000 description 1
- 230000004083 survival effect Effects 0.000 description 1
- 238000012876 topography Methods 0.000 description 1
- 238000012795 verification Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06313—Resource planning in a project environment
-
- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01K—ANIMAL HUSBANDRY; AVICULTURE; APICULTURE; PISCICULTURE; FISHING; REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR; NEW BREEDS OF ANIMALS
- A01K61/00—Culture of aquatic animals
- A01K61/10—Culture of aquatic animals of fish
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/20—Design optimisation, verification or simulation
- G06F30/28—Design optimisation, verification or simulation using fluid dynamics, e.g. using Navier-Stokes equations or computational fluid dynamics [CFD]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06312—Adjustment or analysis of established resource schedule, e.g. resource or task levelling, or dynamic rescheduling
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/02—Agriculture; Fishing; Forestry; Mining
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/06—Energy or water supply
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T11/00—2D [Two Dimensional] image generation
- G06T11/20—Drawing from basic elements, e.g. lines or circles
- G06T11/203—Drawing of straight lines or curves
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2111/00—Details relating to CAD techniques
- G06F2111/06—Multi-objective optimisation, e.g. Pareto optimisation using simulated annealing [SA], ant colony algorithms or genetic algorithms [GA]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2111/00—Details relating to CAD techniques
- G06F2111/10—Numerical modelling
Landscapes
- Business, Economics & Management (AREA)
- Engineering & Computer Science (AREA)
- Human Resources & Organizations (AREA)
- Physics & Mathematics (AREA)
- Economics (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Strategic Management (AREA)
- Life Sciences & Earth Sciences (AREA)
- Tourism & Hospitality (AREA)
- Entrepreneurship & Innovation (AREA)
- Marketing (AREA)
- General Business, Economics & Management (AREA)
- Health & Medical Sciences (AREA)
- Animal Husbandry (AREA)
- Primary Health Care (AREA)
- Operations Research (AREA)
- Game Theory and Decision Science (AREA)
- Educational Administration (AREA)
- Environmental Sciences (AREA)
- Development Economics (AREA)
- Marine Sciences & Fisheries (AREA)
- Quality & Reliability (AREA)
- Biodiversity & Conservation Biology (AREA)
- General Health & Medical Sciences (AREA)
- Water Supply & Treatment (AREA)
- Pure & Applied Mathematics (AREA)
- Mining & Mineral Resources (AREA)
- Algebra (AREA)
- Computing Systems (AREA)
- Fluid Mechanics (AREA)
- Mathematical Analysis (AREA)
- Mathematical Optimization (AREA)
- Mathematical Physics (AREA)
- Public Health (AREA)
- Computer Hardware Design (AREA)
- Evolutionary Computation (AREA)
- Geometry (AREA)
- General Engineering & Computer Science (AREA)
- Zoology (AREA)
Abstract
Description
技术领域technical field
本发明属于水库管理技术领域,涉及鱼类产卵场生态调度,尤其涉及一种面向变动回水区鱼类产卵场生境重塑的生态调度方法。The invention belongs to the technical field of reservoir management, relates to ecological scheduling of fish spawning grounds, and in particular relates to an ecological scheduling method for habitat remodeling of fish spawning grounds in changing backwater areas.
背景技术Background technique
水库群在发挥其防洪、发电、灌溉等兴利功能的同时,也改变了河流的天然水文情势,使得河流的地形、水动力、水温等环境状况发生了变化,进而破坏了水生生物的原有繁殖生长条件。水库调节性能越强,对河流的天然水文情势影响越大,以鱼类为代表的水生生物的生活习性也将因此改变。为了降低水库的这种不利影响,需要进行生态调度研究。但目前研究水库建设对鱼类产卵场的影响大都集中聚焦在坝址下游河段,对水库变动回水区关注甚少,使得水库变动回水区的产卵场被弃用。由于水库的可调度的特殊性,水库变动回水区的产卵场并不会完全消失,最具代表性的是长江三峡水库的变动回水区鱼类产卵场生境研究,在进行水库野外观测时,在原有天然河道产卵场附近发现了鱼卵,这表明鱼类仍然会在适宜其产卵的变动回水区进行繁殖。While performing their beneficial functions such as flood control, power generation, and irrigation, the reservoir group has also changed the natural hydrological regime of the river, resulting in changes in the river's topography, hydrodynamics, and water temperature, thereby destroying the original environment of aquatic organisms. reproductive growth conditions. The stronger the regulation performance of the reservoir, the greater the impact on the natural hydrological situation of the river, and the living habits of aquatic organisms represented by fish will also be changed accordingly. In order to reduce this adverse impact of the reservoir, ecological regulation research is needed. However, current studies on the impact of reservoir construction on fish spawning grounds are mostly focused on the downstream reaches of the dam site, and little attention has been paid to the backwater areas of reservoir changes, resulting in the abandonment of spawning grounds in the backwater areas of reservoir changes. Due to the particularity of the regulation of the reservoir, the spawning grounds in the changing backwater areas of the reservoirs will not disappear completely. The most representative is the research on the habitat of fish spawning grounds in the changing backwater areas of the Three Gorges Reservoir of the Yangtze River. During the observation, fish eggs were found near the original natural river spawning ground, which indicated that fish would still breed in the variable backwater area suitable for their spawning.
目前对变动回水区鱼类产卵场生境的研究仅针对平原地区水库的四大家鱼,但四大家鱼对水动力条件的适宜性范围较大,且主要是分析大坝建立前后的鱼类有效栖息地面积(Weighted Usable Area)(以下简称为WUA)变化,定性评价水库运行管理要兼顾考虑变动回水区产卵场。这些研究方法很难满足山区河道型水库变动回水区以及例如齐口裂腹鱼之类的底栖性冷水鱼类的产卵场定量生态调度。The current research on fish spawning ground habitats in variable backwater areas only focuses on the four major domestic carps in reservoirs in plain areas, but the four major domestic carps have a wide range of suitability for hydrodynamic conditions, and mainly analyze the fish before and after the establishment of the dam. For changes in Weighted Usable Area (hereinafter referred to as WUA), the qualitative evaluation of reservoir operation and management should take into account changes in the spawning grounds in the backwater area. These research methods are difficult to meet the quantitative ecological regulation of the fluctuating backwater areas of mountainous river-type reservoirs and the spawning grounds of bottom-dwelling cold-water fishes such as Schizothorax.
发明内容Contents of the invention
针对缺乏山区河道型水库变动回水区生态调度,尤其是缺乏针对底栖性冷水鱼类产卵场定量生态调度现状,本发明旨在提供一种基于水库变动回水区鱼类产卵场确定水库生态调度的方法,能够对不同工况下鱼类有效栖息地面积进行预测,进而得到水库变动回水区鱼类有效栖息地面积(WUA)和水库调度的关系,从而为水库的运行调度提供技术支持,有利于水库管理和变动回水区鱼类产卵场保护。In view of the lack of ecological regulation in the changing backwater area of river channel reservoirs in mountainous areas, especially the lack of quantitative ecological regulation for the spawning grounds of bottom-dwelling cold-water fish, the present invention aims to provide a method for determining fish spawning grounds based on reservoir changing backwater areas. The method of ecological regulation of the reservoir can predict the effective habitat area of fish under different working conditions, and then obtain the relationship between the effective habitat area (WUA) of the fish in the backwater area of the reservoir change and the reservoir regulation, so as to provide information for the operation and regulation of the reservoir. Technical support is conducive to reservoir management and protection of fish spawning grounds in changing backwater areas.
本发明的发明思路为,首先建立水库模型,模拟天然河道的WUA,进而确定目标WUA值,然后再模拟建库以后不同工况下的WUA,进而明确能够使变动回水区产卵场满足目标WUA值的工况,根据筛选出的工况进行水库调度。The inventive idea of the present invention is to firstly establish a reservoir model, simulate the WUA of the natural river, and then determine the target WUA value, and then simulate the WUA under different working conditions after the reservoir is built, and then determine that the spawning ground in the variable backwater area can meet the target According to the working conditions of WUA value, the reservoir dispatching is carried out according to the selected working conditions.
基于上述发明思路,本发明提供了一种面向变动回水区鱼类产卵场生境重塑的生态调度方法,其包括以下步骤:Based on the idea of the above invention, the present invention provides an ecological scheduling method for habitat remodeling of fish spawning grounds in changing backwater areas, which includes the following steps:
步骤一,建立包含水库变动回水区的水库深度二维平面数值模型,记作二维水动力学模型;Step 1: Establish a two-dimensional planar numerical model of reservoir depth including the variable backwater area of the reservoir, which is denoted as a two-dimensional hydrodynamic model;
步骤二,利用二维水动力学模型计算天然河道多年平均流量不同百分比下变动回水区的底栖性冷水鱼类有效栖息地面积WUA,以确定目标WUA值;Step 2, use the two-dimensional hydrodynamic model to calculate the effective habitat area WUA of benthic cold-water fish in the changing backwater area under different percentages of the annual average flow of the natural river, so as to determine the target WUA value;
步骤三,依据历史水文数据,确定底栖性冷水鱼类产卵期时出现过的流量和水位工况;Step 3, based on historical hydrological data, determine the flow and water level conditions that occurred during the spawning period of benthic cold-water fish;
步骤四,利用二维水动力学模型计算步骤三中不同流量和水位工况下变动回水区的水动力条件,并根据鱼类流速水深适宜性曲线计算变动回水区的WUA值;Step 4, use the two-dimensional hydrodynamic model to calculate the hydrodynamic conditions of the variable backwater area under different flow and water level conditions in step 3, and calculate the WUA value of the variable backwater area according to the suitability curve of fish flow rate and water depth;
步骤五,根据满足目标WUA值以上的流量和水位工况,确定水库水位调度方案。Step 5: Determine the reservoir water level regulation scheme according to the flow and water level conditions that meet the target WUA value or more.
上述步骤一,收集水库地形资料、水文资料和鱼类流速水深适宜性曲线,水文资料包括入库流量、出库流量、坝前水位,流速水深适宜性曲线从文献中查得,包括流速适宜性曲线和水深适宜性曲线。收集的水文资料用于模型验证和统计产卵期水库出现过的流量水位情况。统计产卵期出现的流量水位工况将可为后续明确计算工况,所以应尽可能多的收集水文资料以全面反映水库变动回水区鱼类WUA对水文资料的响应。The first step above is to collect reservoir topographical data, hydrological data and fish flow depth suitability curve. curves and water depth suitability curves. The collected hydrological data are used for model verification and statistics of the flow and water level of the reservoir during the spawning period. Statistical flow and water level conditions during the spawning period will be used for subsequent clear calculation conditions, so as much hydrological data as possible should be collected to fully reflect the response of fish WUA to hydrological data in the backwater area of reservoir changes.
利用收集的地形资料建立水库深度二维平面数值模型;利用收集的水文资料对建立的数值模型进行参数率定,确保模型模拟的水动力条件是可靠的。The collected topographic data is used to establish a two-dimensional plane numerical model of the reservoir depth; the collected hydrological data is used to calibrate the parameters of the established numerical model to ensure that the hydrodynamic conditions simulated by the model are reliable.
具体操作为:利用记事本将地形资料和边界资料转换成XYZ格式文件,将XYZ格式文件导入MIKE Zero中的Mesh Generator模块生成计算网格和地形插值,生成mesh文件并导入。在MIKE21中选择Flow Mode模块,导入mesh文件,设置模拟时间、模拟步长、干湿边界、密度、涡粘系数、底床糙率、风场、降雨量、蒸发量、流量和水位数据,运行生成m21fm格式的文件,完成水动力学模型构建;生成的二维水动力学模型中变动回水区网格数量占整个水库网格数量的70~98%。根据收集的水文资料对水动力学模型进行率定,模拟值和实测值的误差控制在10%以内。The specific operation is: use Notepad to convert the terrain data and boundary data into XYZ format files, import the XYZ format files into the Mesh Generator module in MIKE Zero to generate calculation grids and terrain interpolation, generate mesh files and import them. Select the Flow Mode module in MIKE21, import the mesh file, set the simulation time, simulation step size, dry-wet boundary, density, eddy viscosity coefficient, bed roughness, wind field, rainfall, evaporation, flow and water level data, and run The file in m21fm format is generated to complete the construction of the hydrodynamic model; the number of grids in the variable backwater area in the generated two-dimensional hydrodynamic model accounts for 70-98% of the grids in the entire reservoir. The hydrodynamic model is calibrated according to the collected hydrological data, and the error between the simulated value and the measured value is controlled within 10%.
上述步骤二,模拟水库变动回水区天然河道情况下多年平均流量不同百分比下变动回水区的WUA值,得到流量-WUA曲线,根据曲线确定最大WUA值,将WUA最大值的60%作为目标WUA值,具体步骤如下:The second step above is to simulate the WUA value of the changing backwater area under the condition of the natural channel of the changing backwater area of the reservoir under different percentages of the annual average flow rate, obtain the flow-WUA curve, determine the maximum WUA value according to the curve, and set 60% of the maximum value of WUA as the target WUA value, the specific steps are as follows:
(1)利用二维水动力学模型模拟包含水库变动回水区的水库天然河道情况下多年平均流量不同百分比下的水动力条件;所述水动力条件包括流速和水深;(1) Utilize the two-dimensional hydrodynamic model to simulate the hydrodynamic conditions under the different percentages of the multi-year average flow rate under the natural channel of the reservoir including the variable backwater area of the reservoir; the hydrodynamic conditions include flow velocity and water depth;
(2)提取各计算单元不同百分比情况下的流速和水深数据;(2) Extract the flow velocity and water depth data under different percentages of each calculation unit;
(3)从流速水深适宜性曲线查得每个流速水深数据对应的适宜度,并用几何平均法计算每个计算单元的综合栖息地适宜性指数HSI;HSI计算公式为:(3) Find the corresponding suitability of each flow rate and depth data from the suitability curve of flow rate and water depth, and use the geometric mean method to calculate the comprehensive habitat suitability index HSI of each calculation unit; the calculation formula of HSI is:
其中,HSIi为计算单元的综合栖息地适宜性指数,由SIvi,SIdi和SIci(即流速、水深、河道适宜度(SIci综合考虑了底质和覆盖物状况))组合而成,这三者是河流物理栖息地最具有代表性的变量,三者的取值范围均为0~1;对于已经明确可以作为鱼类产卵场的水库变动回水区,计算中河道适宜指数SIci均为1;Among them, HSI i is the comprehensive habitat suitability index of the calculation unit, which is composed of SI vi , SI di and SI ci (namely, flow velocity, water depth, channel suitability (SI ci comprehensively considers the substrate and cover conditions)) , these three are the most representative variables of the physical habitat of the river, and the value range of the three is 0 to 1; for the variable backwater area of the reservoir that has been clearly used as a fish spawning ground, the river channel suitability index in the calculation SI ci are all 1;
(4)计算变动回水区的鱼类有效栖息地面积WUA;WUA是指鱼类可在河流中生存的有效栖息地面积,定义为计算单元的栖息地适宜性指数和该单元面积的乘积,计算公式为:(4) Calculate the fish effective habitat area WUA in the changing backwater area; WUA refers to the effective habitat area that fish can survive in the river, which is defined as the product of the habitat suitability index of the calculation unit and the unit area, The calculation formula is:
其中,n为水库变动回水区的计算单元个数;Ai为计算单元的面积;由此计算出各个工况下变动回水区的鱼类有效栖息地面积WUA;Among them, n is the number of calculation units in the variable backwater area of the reservoir; A i is the area of the calculation unit; thus, the effective habitat area WUA of fish in the variable backwater area is calculated under each working condition;
(5)依据多年平均流量不同百分比对应流量及相应的鱼类有效栖息地面积WUA确定流量-WUA曲线,并根据曲线得到最大WUA值,将WUA最大值的60%作为目标WUA值。(5) Determine the flow-WUA curve according to the flow rate corresponding to different percentages of the annual average flow rate and the corresponding fish effective habitat area WUA, and obtain the maximum WUA value according to the curve, and set 60% of the maximum WUA value as the target WUA value.
本发明所针对的底栖性冷水鱼类是指高原地区特产、常生活于急流中的裂腹鱼,例如齐口裂腹鱼、重口裂腹鱼等。The bottom-dwelling cold-water fishes targeted by the present invention refer to schizothorax, which are special products in plateau areas and often live in torrents, such as schizothorax full-mouth, schizothorax heavy-mouth and the like.
上述步骤三,根据收集到的水文资料,统计底栖性冷水鱼类产卵期出现的来流流量和水库水位情况,包括流量阈值范围和水位阈值范围。对于流量而言,从最低流量开始,每间隔20-100m3/s设置一个流量工况,直至最高流量;对水位而言,从最低水位开始,每间隔2-5米设置一个水位工况,直至最高水位;利用流量工况和水位工况构建若干流量水位组合。In the third step above, according to the collected hydrological data, the inflow flow and the water level of the reservoir during the spawning period of benthic cold-water fishes are counted, including the flow threshold range and the water level threshold range. For flow, start from the lowest flow, set a flow condition at intervals of 20-100m 3 /s until the highest flow; for water level, start from the lowest water level, set a water level condition at intervals of 2-5 meters, Up to the highest water level; use the flow and water level conditions to construct several flow and water level combinations.
上述步骤四,利用二维水动力学模型计算步骤三中不同来流流量和水库水位工况下变动回水区的水动力条件,并确定水库变动回水区的鱼类有效栖息地面积WUA值,具体步骤参见步骤二中的(2)-(4)。In the above step 4, use the two-dimensional hydrodynamic model to calculate the hydrodynamic conditions in the variable backwater area in step 3 under different inflow flows and reservoir water level conditions, and determine the effective habitat area WUA value for fish in the variable backwater area of the reservoir , see (2)-(4) in Step 2 for specific steps.
上述步骤五,结合目标WUA值以上工况,筛选出满足目标WUA以上的流量水位组合情况;根据鱼类产卵期来流情况(即水库来流流量),确定水库水位范围,进而调度水库水位以使变动回水区的WUA在目标值以上。The above step five, combined with the working conditions above the target WUA value, screen out the combination of flow and water levels that meet the target WUA and above; determine the water level range of the reservoir according to the inflow of fish during the spawning period (that is, the inflow flow of the reservoir), and then adjust the water level of the reservoir In order to make the WUA of the variable backwater area above the target value.
与现有技术相比,本发明提供的面向变动回水区鱼类产卵场生境重塑的生态调度方法,具有以下有益效果:Compared with the prior art, the ecological scheduling method for fish spawning ground remodeling in the changing backwater area provided by the present invention has the following beneficial effects:
本发明通过整合二维水动力学模型和鱼类栖息地模型,建立水库流量-水位-鱼类有效栖息地面积三者的关系,明确水库生态调度措施;通过本发明提供的生态调度方法可有效改善河流生态,为维护重建变动回水区产卵场的水库提供有效参考。The present invention integrates the two-dimensional hydrodynamic model and the fish habitat model, establishes the relationship between reservoir flow-water level-fish effective habitat area, and clarifies the ecological regulation measures of the reservoir; the ecological regulation method provided by the present invention can effectively Improve river ecology and provide effective reference for maintaining and rebuilding reservoirs in spawning grounds in changing backwater areas.
附图说明Description of drawings
图1为面向变动回水区鱼类产卵场生境重塑的生态调度方法的流程示意图。Figure 1 is a schematic flow chart of the ecological scheduling method for habitat remodeling of fish spawning grounds in changing backwater areas.
图2为本发明实施例选取的岷江齐口裂腹鱼产卵期流速水深适宜性曲线。Fig. 2 is the suitability curve of flow velocity and water depth of the Minjiang schizothorax selected in the embodiment of the present invention during the spawning period.
图3为本发明实施例不同工况下变动回水区WUA图;其中,(a)为不同流量、水位情况下的WUA变化图;(b)为满足目标WUA以上的流量-水位关系图。Fig. 3 is the WUA diagram of the variable backwater area under different working conditions in the embodiment of the present invention; wherein, (a) is the WUA variation diagram under different flow and water level situations; (b) is the flow-water level relationship diagram satisfying the target WUA or above.
本发明中,水位是指水面高于特征海平面(常用黄海基面)的高程;水深是指水面到河底的距离。In the present invention, the water level refers to the elevation of the water surface higher than the characteristic sea level (commonly used as the base of the Yellow Sea); the water depth refers to the distance from the water surface to the bottom of the river.
具体实施方式Detailed ways
下面将结合附图对本发明进行进一步说明。The present invention will be further described below in conjunction with the accompanying drawings.
实施例1Example 1
岷江是长江中上游的一条二级支流,其与中国西南山区众多河流具有相同的水流湍急、坡降大等特点,岷江干流也同样进行了梯级水电开发,河流的水生生境遭到破坏,库区产卵场被淹没。紫坪铺水库为岷江干流中最大的水利工程,水库的正常蓄水位为877m,死水位为817m,水位变幅达60m。紫坪铺水库的变动回水区长12km,据调查,水库蓄水前的库区古溪沟村附近有齐口裂腹鱼(属于底栖性冷水鱼)产卵场存在,然而建库后的回水淹没及水位变幅影响造成急流生境消失,使得原有的齐口裂腹鱼等急流性鱼类的存活机会及存活空间大幅减小。齐口裂腹鱼是西南山区河流中的典型性优势鱼类,也是四川省省级保护动物,其喜好在水温较低、溶解氧较高的急、缓流交界处生活,产卵季节有短距洄游需求,上述习性与库区环境并不相符使得人们少有关注其生活动态。2022年5月,对紫坪铺水库开展野外观测时发现原有产卵场位置出现鱼类产卵繁殖迹象,这表明了变动回水区内仍存在适宜鱼类产卵的生境,故本实施例以紫坪铺水库为例,通过本发明提供的生态调度方法重塑水库变动回水区齐口裂腹鱼的产卵生境。The Minjiang River is a secondary tributary of the middle and upper reaches of the Yangtze River. It has the same characteristics as many rivers in the mountainous areas of Southwest China, such as turbulent water flow and steep slope. The main stream of the Minjiang River has also undergone cascade hydropower development. Spawning grounds are flooded. Zipingpu Reservoir is the largest water conservancy project in the main stream of Minjiang River. The normal storage level of the reservoir is 877m, the stagnant water level is 817m, and the water level varies by 60m. The backwater area of the Zipingpu Reservoir is 12km long. According to the survey, there was a spawning ground for Schizothorax (belonging to bottom-dwelling cold-water fish) near Guxigou Village in the reservoir area before the reservoir was impounded. The submersion of the backwater and the impact of water level fluctuation caused the rapids habitat to disappear, which greatly reduced the survival opportunities and living space of the original Schizothorax and other rapids fish. Schizothorax is a typical dominant fish in the mountainous rivers of Southwest China, and it is also a provincial-level protected animal in Sichuan Province. The above-mentioned habits are not in line with the environment of the reservoir area, so people pay little attention to their living dynamics. In May 2022, during the field observation of Zipingpu Reservoir, it was found that there were signs of fish spawning and reproduction in the original spawning ground, which indicated that there were still suitable habitats for fish spawning in the changed backwater area. Example Taking the Zipingpu Reservoir as an example, the ecological regulation method provided by the present invention remodels the spawning habitat of Schizothorax in the variable backwater area of the reservoir.
本实施例提供的面向变动回水区鱼类产卵场生境重塑的生态调度方法,如图1所示,其包括以下步骤:The ecological scheduling method for fish spawning ground habitat remodeling in the changing backwater area provided by this embodiment, as shown in Figure 1, includes the following steps:
步骤一,建立包含水库变动回水区的水库深度二维平面数值模型,记作二维水动力学模型。Step 1: Establish a two-dimensional planar numerical model of the reservoir depth including the variable backwater area of the reservoir, which is denoted as a two-dimensional hydrodynamic model.
本步骤中,收集水库地形资料、水文资料和鱼类流速水深适宜性曲线。水文资料包括入库流量、出库流量、坝前水位,流速水深适宜性曲线从文献中查得。In this step, the reservoir topographic data, hydrological data and fish flow velocity water depth suitability curve are collected. The hydrological data include inflow flow, outflow flow, water level in front of the dam, and the suitability curve of flow velocity and water depth is obtained from the literature.
利用收集的地形资料建立水库深度二维平面数值模型;利用收集的水文资料对建立的数值模型进行参数率定,确保模型模拟的水动力条件是可靠的。具体操作为:The collected topographic data is used to establish a two-dimensional plane numerical model of the reservoir depth; the collected hydrological data is used to calibrate the parameters of the established numerical model to ensure that the hydrodynamic conditions simulated by the model are reliable. The specific operation is:
(1)利用记事本将地形资料和边界资料转换成XYZ格式文件,将XYZ格式文件导入MIKE Zero中的Mesh Generator模块生成计算网格和地形插值,生成mesh文件并导入;在MIKE21中选择Flow Mode模块,导入mesh文件,设置模拟时间、模拟步长、干湿边界、密度、涡粘系数、底床糙率、风场、降雨量、蒸发量、流量和水位数据,运行生成m21fm格式的文件,完成水动力学模型构建;(1) Use notepad to convert terrain data and boundary data into XYZ format files, import the XYZ format files into the Mesh Generator module in MIKE Zero to generate calculation grids and terrain interpolation, generate mesh files and import them; select Flow Mode in MIKE21 module, import the mesh file, set the simulation time, simulation step size, dry-wet boundary, density, eddy viscosity coefficient, bed roughness, wind field, rainfall, evaporation, flow and water level data, run to generate the m21fm format file, Complete the hydrodynamic model construction;
(2)根据收集的水文资料对水动力学模型进行率定,模拟值和实测值的误差控制在10%以内。(2) The hydrodynamic model is calibrated according to the collected hydrological data, and the error between the simulated value and the measured value is controlled within 10%.
本实施例中,紫坪铺水库是西南山区典型的河道型水库,变动回水区坡降大,根据具体实施方式步骤一从紫坪铺水库管理处收集到2016年地形资料、水文资料和流速水深适宜性曲线等基础数据,水文资料包括50年(1971-2020年)水库坝址处的逐旬流量和10年(2011-2020年)间紫坪铺水库齐口裂腹鱼产卵期(3月~5月)实测的逐日流量及水位情况。岷江齐口裂腹鱼产卵期流速水深适宜性曲线采用陈明千在岷江研究获得的成果,岷江中齐口裂腹鱼产卵的流速适宜区间为0.5~2.5m/s,其中1.4~1.6m/s为最优适宜区间,适宜度为1;对于水深而言,适宜区间为0.5~1.5m,详细流速与水深适宜度见图2所示。In this example, the Zipingpu Reservoir is a typical river-type reservoir in the southwest mountainous area, and the slope of the variable backwater area is large. According to the specific implementation method step 1, the terrain data, hydrological data and flow velocity in 2016 were collected from the management office of the Zipingpu Reservoir Water depth suitability curve and other basic data, hydrological data include the 50-year (1971-2020) period-by-day flow at the reservoir dam site and the 10-year (2011-2020) Zipingpu Reservoir Schizothorax spawning period ( March to May) measured daily flow and water level. The water depth suitability curve for the spawning period of the Minjiang Schizothorax adopts the results obtained by Chen Mingqian in the Minjiang River. The optimum range of the spawning flow velocity of the Schizothorax in the Minjiang River is 0.5-2.5m/s, of which 1.4-1.6m/s s is the optimum suitable interval, and the suitability is 1; for the water depth, the suitable interval is 0.5-1.5m, and the detailed flow velocity and water depth suitability are shown in Figure 2.
按照步骤一构建紫坪铺水库水动力MIKE21数值模型(即二维水动力学模型)并进行率定。首先将收集的2016年紫坪铺水库地形资料转化为平面坐标和高程,导入MIKE21中生成23452个非结构网格,其中在变动回水区内构建了面积不大于700m2的22391个加密网格(生成的二维水动力学模型中变动回水区网格数量约占整个水库网格数量的95%),建立的紫坪铺水库深度平均二维MIKE21数值模型(即二维水动力学模型)用于计算评估水动力条件。利用2016年3月主库岷江入库流量、支库寿溪河入库流量和水库出库流量模拟每日坝前水位,比较模型计算得到的坝前水位模拟值和坝前水位实测值,模型模拟值与实测值的最大绝对误差为0.32m,满足误差要求。According to step 1, the hydrodynamic MIKE21 numerical model (ie two-dimensional hydrodynamic model) of Zipingpu Reservoir was constructed and calibrated. Firstly, the topographic data of Zipingpu Reservoir collected in 2016 were converted into plane coordinates and elevations, and imported into MIKE21 to generate 23,452 unstructured grids, among which 22,391 dense grids with an area of no more than 700m2 were constructed in the variable backwater area (In the generated two-dimensional hydrodynamic model, the number of grids in the variable backwater area accounts for about 95% of the total number of grids in the reservoir), and the established Zipingpu reservoir depth-average two-dimensional MIKE21 numerical model ) is used to calculate and evaluate the hydrodynamic conditions. Using the inflow flow of the main reservoir Minjiang River, the inflow flow of the branch reservoir Shouxi River and the outflow flow of the reservoir to simulate the daily water level in front of the dam in March 2016, compare the simulated value of the water level in front of the dam calculated by the model with the measured value of the water level in front of the dam, the model The maximum absolute error between the simulated value and the measured value is 0.32m, which meets the error requirement.
步骤二,利用二维水动力学模型计算天然河道多年平均流量不同百分比下变动回水区的底栖性冷水鱼类有效栖息地面积WUA,以确定目标WUA值。The second step is to use the two-dimensional hydrodynamic model to calculate the effective habitat area WUA of benthic cold-water fish in the variable backwater area under different percentages of the annual average flow of the natural river to determine the target WUA value.
本步骤具体包括以下分步骤:This step specifically includes the following sub-steps:
(1)利用二维水动力学模型模拟包含水库变动回水区的水库天然河道情况下多年平均流量不同百分比下的水动力条件;所述水动力条件包括流速和水深。(1) Using a two-dimensional hydrodynamic model to simulate the hydrodynamic conditions of the natural channel of the reservoir including the variable backwater area of the reservoir under different percentages of the annual average flow rate; the hydrodynamic conditions include flow velocity and water depth.
紫坪铺水库坝址处多年平均流量为469m3/s,百分比从15%逐渐增加至100%的过程中设置了10种工况进行计算,分别是15%、30%、40%、50%、55%、60%、65%、70%、80%和100%。The multi-year average discharge at the dam site of Zipingpu Reservoir is 469m 3 /s. During the process of the percentage gradually increasing from 15% to 100%, 10 working conditions were set up for calculation, namely 15%, 30%, 40%, and 50%. , 55%, 60%, 65%, 70%, 80%, and 100%.
基于设置的10种不同流量工况,利用二维水动力学模型进行模拟,获取相应工况下的水动力条件。Based on the set 10 different flow conditions, the two-dimensional hydrodynamic model is used for simulation to obtain the hydrodynamic conditions under the corresponding conditions.
(2)提取各计算单元不同百分比情况下的流速和水深数据。(2) Extract the flow velocity and water depth data under different percentages of each calculation unit.
根据步骤(1)模拟结果,导出每一种流量工况下的流速和水深数据。According to the simulation results of step (1), the flow velocity and water depth data under each flow condition are derived.
(3)从流速水深适宜性曲线查得每个流速水深数据对应的适宜度,并用几何平均法计算每个计算单元的综合栖息地适宜性指数HSI;HSI计算公式为:(3) Find the corresponding suitability of each flow rate and depth data from the suitability curve of flow rate and water depth, and use the geometric mean method to calculate the comprehensive habitat suitability index HSI of each calculation unit; the calculation formula of HSI is:
其中,HSIi为计算单元的综合栖息地适宜性指数,由SIvi,SIdi和SIci(即流速、水深、河道适宜度,SIci综合考虑了底质和覆盖物状况)组合而成,这三者是河流物理栖息地最具有代表性的变量,三者的取值范围均为0~1;对于已经明确可以作为鱼类产卵场的水库变动回水区,计算中河道适宜指数SIci均为1。Among them, HSI i is the comprehensive habitat suitability index of the calculation unit, which is composed of SI vi , SI di and SI ci (namely, flow velocity, water depth, channel suitability, SI ci comprehensively considers the status of substrate and cover), These three are the most representative variables of the physical habitat of the river, and the value range of the three is 0 to 1; for the variable backwater area of the reservoir that has been clearly used as a fish spawning ground, the river suitability index SI in the calculation ci are all 1.
根据图2查得每个计算单元的流速水深对应的适宜度,然后按照上述公式计算每个计算单元的综合栖息地适宜性指数HSI。According to Figure 2, the suitability corresponding to the flow velocity and water depth of each calculation unit was found, and then the comprehensive habitat suitability index HSI of each calculation unit was calculated according to the above formula.
(4)计算变动回水区的鱼类有效栖息地面积WUA;WUA是指鱼类可在河流中生存的有效栖息地面积,定义为计算单元的栖息地适宜性指数和该单元面积的乘积,计算公式为:(4) Calculate the fish effective habitat area WUA in the changing backwater area; WUA refers to the effective habitat area that fish can survive in the river, which is defined as the product of the habitat suitability index of the calculation unit and the unit area, The calculation formula is:
其中,n为水库变动回水区的计算单元个数;Ai为计算单元的面积;由此计算出各个工况下变动回水区的鱼类有效栖息地面积WUA。Among them, n is the number of calculation units in the variable backwater area of the reservoir; A i is the area of the calculation unit; thus, the effective habitat area WUA for fish in the variable backwater area is calculated under each working condition.
根据WUA公式计算出每一种流量工况下变动回水区的WUA值,进而得到流量-WUA曲线。According to the WUA formula, the WUA value of the variable backwater area under each flow condition is calculated, and then the flow-WUA curve is obtained.
(5)依据多年平均流量不同百分比对应流量及相应的鱼类有效栖息地面积WUA确定流量-WUA曲线,并根据曲线得到最大WUA值,将WUA最大值的60%作为目标WUA值。(5) Determine the flow-WUA curve according to the flow rate corresponding to different percentages of the annual average flow rate and the corresponding fish effective habitat area WUA, and obtain the maximum WUA value according to the curve, and set 60% of the maximum WUA value as the target WUA value.
根据流量-WUA曲线,百分比从15%逐渐增加至100%的过程中,WUA先增大后减少。65%的多年平均流量(即304.85m3/s)时,WUA达到峰值634889m2,故而紫坪铺水库变动回水区目标WUA即为WUA峰值的60%,也就是380933m2。According to the flow-WUA curve, when the percentage gradually increases from 15% to 100%, WUA first increases and then decreases. At 65% of the annual average discharge (ie 304.85m 3 /s), the WUA reaches a peak value of 634889m 2 , so the target WUA of the variable backwater area of Zipingpu Reservoir is 60% of the WUA peak value, which is 380933m 2 .
步骤三,依据历史水文数据,确定底栖性冷水鱼类产卵期时出现过的流量和水位工况,包括流量阈值范围和水位阈值范围。对于流量而言,从最低流量开始,每间隔20-100m3/s设置一个流量工况,直至最高流量;对水位而言,从最低水位开始,每间隔3米设置一个水位工况,直至最高水位;利用流量工况和水位工况构建若干流量水位组合。Step 3, based on historical hydrological data, determine the flow and water level conditions that occurred during the spawning period of benthic cold-water fish, including the flow threshold range and water level threshold range. For flow, start from the lowest flow, set a flow condition at intervals of 20-100m 3 /s until the highest flow; for water level, start from the lowest water level, set a water level condition at intervals of 3 meters until the highest Water level; use flow conditions and water level conditions to construct several flow and water level combinations.
统计收集到的2011-2020年的10年间紫坪铺水库齐口裂腹鱼产卵期实测的逐日流量及水位情况,依据统计结果流量设计变化范围为50-900m3/s,当流量高于900m3/s时,由于流速过大,变动回水区WUA值较低,明显不适宜营造产卵场生境;水位设计变化范围为817-856m,故确定13种流量梯度和14种水位梯度如表1所示。13种流量梯度和14种水位梯度共组合成182组工况开展模拟计算变动回水区的水动力条件。The daily flow and water level of the Zipingpu Reservoir during the spawning period of Schizothorax schizothorax were collected statistically from 10 years from 2011 to 2020. When the flow rate is 900m3/s, because the flow velocity is too large, the WUA value in the variable backwater area is low, which is obviously not suitable for creating a spawning ground habitat; the design change range of water level is 817-856m, so 13 kinds of flow gradients and 14 kinds of water level gradients are determined as shown in the table 1. 13 kinds of discharge gradients and 14 kinds of water level gradients were combined into 182 groups of working conditions to simulate and calculate the hydrodynamic conditions in the changing backwater area.
表1流量和水位工况Table 1 Flow and water level conditions
步骤四,利用二维水动力学模型计算步骤三中不同流量和水位工况下变动回水区的水动力条件,并根据鱼类流速水深适宜性曲线计算变动回水区的WUA值。Step 4: Use the two-dimensional hydrodynamic model to calculate the hydrodynamic conditions in the variable backwater area under different flow and water level conditions in step 3, and calculate the WUA value in the variable backwater area according to the suitability curve for fish flow rate and water depth.
本步骤具体包括以下分步骤:This step specifically includes the following sub-steps:
(1)利用二维水动力学模型模拟包含水库变动回水区的水库天然河道步骤三中不同流量和水位工况下的水动力条件;所述水动力条件包括流速和水深。(1) Using a two-dimensional hydrodynamic model to simulate the hydrodynamic conditions of the natural river course of the reservoir including the variable backwater area of the reservoir under different flow and water level conditions in Step 3; the hydrodynamic conditions include flow velocity and water depth.
基于设置的182组不同流量和水位工况,利用二维水动力学模型进行模拟,获取相应工况下的水动力条件。Based on the set 182 groups of different flow and water level working conditions, the two-dimensional hydrodynamic model is used to simulate and obtain the hydrodynamic conditions under the corresponding working conditions.
(2)提取各计算单元不同百分比情况下的流速和水深数据。(2) Extract the flow velocity and water depth data under different percentages of each calculation unit.
根据步骤(1)模拟结果,导出每一种流量、水位工况下的流速。According to the simulation results of step (1), the flow velocity under each flow and water level condition is derived.
(3)从流速水深适宜性曲线查得每个流速水深数据对应的适宜度,并用几何平均法计算每个计算单元的综合栖息地适宜性指数HSI;HSI计算公式为:(3) Find the corresponding suitability of each flow rate and depth data from the suitability curve of flow rate and water depth, and use the geometric mean method to calculate the comprehensive habitat suitability index HSI of each calculation unit; the calculation formula of HSI is:
其中,HSIi为计算单元的综合栖息地适宜性指数,由SIvi,SIdi和SIci(即流速、水深、河道适宜度(SIci综合考虑了底质和覆盖物状况))组合而成,这三者是河流物理栖息地最具有代表性的变量,三者的取值范围均为0~1;对于已经明确可以作为鱼类产卵场的水库变动回水区,计算中河道适宜指数SIci均为1。Among them, HSI i is the comprehensive habitat suitability index of the calculation unit, which is composed of SI vi , SI di and SI ci (namely, flow velocity, water depth, channel suitability (SI ci comprehensively considers the substrate and cover conditions)) , these three are the most representative variables of the physical habitat of the river, and the value range of the three is 0 to 1; for the variable backwater area of the reservoir that has been clearly used as a fish spawning ground, the river channel suitability index in the calculation SI ci are all 1.
根据图2查得每个计算单元的流速水深对应的适宜度,然后按照上述公式计算每个计算单元的综合栖息地适宜性指数HSI。According to Figure 2, the suitability corresponding to the flow velocity and water depth of each calculation unit was found, and then the comprehensive habitat suitability index HSI of each calculation unit was calculated according to the above formula.
(4)按照以下公式计算变动回水区的鱼类有效栖息地面积WUA:(4) Calculate the fish effective habitat area WUA in the changing backwater area according to the following formula:
其中,n为水库变动回水区的计算单元个数;Ai为计算单元的面积;由此计算出各个工况下变动回水区的鱼类有效栖息地面积WUA。Among them, n is the number of calculation units in the variable backwater area of the reservoir; A i is the area of the calculation unit; thus, the effective habitat area WUA for fish in the variable backwater area is calculated under each working condition.
以紫坪铺水库入库流量为300m3/s,坝前水位为841m为例,模型部分计算单元流速水深对应适应性如表2所示。Taking the inflow flow of Zipingpu Reservoir as 300m 3 /s and the water level in front of the dam as 841m as an example, the corresponding adaptability of the calculation unit flow rate and water depth in the model part is shown in Table 2.
表2计算单元流速水深对应适应性Table 2 The corresponding adaptability of calculation unit velocity and water depth
对于已经明确可以作为鱼类产卵场的水库变动回水区,计算中河道适宜指数均为1。根据HSI公式计算入库流量300m3/s、坝前水位841m时的各计算单元的HSIi,结果见表3。然后根据WUA公式水库的有效栖息地面积(即WUA值)。For the fluctuating backwater areas of reservoirs that have been clearly used as fish spawning grounds, the river channel suitability indexes in the calculation are all 1. Calculate the HSI i of each calculation unit when the inflow flow is 300m 3 /s and the water level in front of the dam is 841m according to the HSI formula. The results are shown in Table 3. Then according to the WUA formula the effective habitat area of the reservoir (that is, the WUA value).
表3计算单元HSITable 3 Calculation unit HSI
最终计算得到紫坪铺水库入库流量300m3/s、坝前水位841m时变动回水区的WUA为414667.5185m2。The final calculation shows that the WUA of the variable backwater area is 414667.5185m 2 when the inflow flow of Zipingpu Reservoir is 300m 3 /s and the water level in front of the dam is 841m.
其他工况按上述工况计算,最终得到不同工况下紫坪铺变动回水区的WUA结果见图3。Other working conditions are calculated according to the above working conditions, and the WUA results of Zipingpu variable backwater area under different working conditions are finally obtained, as shown in Figure 3.
步骤五,根据满足目标WUA值以上的流量和水位工况,确定水库水位调度方案。Step 5: Determine the reservoir water level regulation scheme according to the flow and water level conditions that meet the target WUA value or more.
本步骤的具体实施过程如下:The specific implementation process of this step is as follows:
(1)整理不同流量水位组合情况下水库变动回水区的WUA变化,筛选出满足目标WUA以上的流量水位组合情况;(1) Sorting out the WUA changes in the variable backwater area of the reservoir under different flow and water level combinations, and screening out the flow and water level combinations that meet the target WUA or higher;
(2)根据水库来流流量,确定水库水位范围,调度水库水位使水库变动回水区的WUA满足目标WUA。(2) Determine the water level range of the reservoir according to the inflow flow of the reservoir, and adjust the water level of the reservoir so that the WUA of the variable backwater area of the reservoir meets the target WUA.
本实施例中,由图3(a)图可见,当水库水位固定时,随着来流流量从50m3/s增大至900m3/s,水库变动回水区的WUA先增大到峰值后逐渐减小。不同水位工况下均显示水库变动回水区的WUA在流量300m3/s时达到峰值,并在300m3/s后稳步下降,有着极高的一致性。而当来流流量固定时,随着水位从817m升至856m,水库变动回水区的WUA呈现显著单调性,水位越高,WUA越小。图中白色平面为目标WUA值380933m2,白色平面以上即满足目标WUA,水库水位在844m以上时,WUA值均在白色平面以下,不能达到目标WUA。所以对紫坪铺水库而言,当水位高于844m时,不管来流情况如何,均不能营造目标值以上的WUA,故齐口裂腹鱼产卵期应尽可能使水库水位在844m以下运行,但需注意不应低于紫坪铺水库设计的死水位817m。In this example, it can be seen from Figure 3(a) that when the water level of the reservoir is fixed, as the inflow flow increases from 50m 3 /s to 900m 3 /s, the WUA of the variable backwater area of the reservoir first increases to the peak value gradually decrease thereafter. Under different water level conditions, it is shown that the WUA in the fluctuating backwater area of the reservoir reaches the peak at the flow rate of 300m 3 /s, and then declines steadily after 300m 3 /s, which has a very high consistency. When the flow rate is fixed, as the water level rises from 817m to 856m, the WUA in the backwater area of the reservoir changes shows a significant monotonicity, and the higher the water level, the smaller the WUA. The white plane in the figure is the target WUA value of 380933m 2 , above the white plane, the target WUA is met. When the water level of the reservoir is above 844m, the WUA values are all below the white plane, and the target WUA cannot be reached. Therefore, for the Zipingpu Reservoir, when the water level is higher than 844m, regardless of the inflow conditions, it is impossible to create a WUA above the target value. Therefore, during the spawning period of Schizothorax, the reservoir water level should be kept below 844m as much as possible. , but it should not be lower than the designed dead water level of Zipingpu Reservoir of 817m.
提取满足目标WUA值的流量水位工况(图3(b)图)。图中颜色越深则表明水库变动回水区的WUA越高,反之颜色越浅则表明水库变动回水区的WUA越低,斜线区域为目标WUA值以上。可见水库变动回水区的WUA高值集中在流量300m3/s附近,且水位越低,WUA越大。来流流量低于114.72m3/s或高于652.64m3/s时,无法通过调度水库水位满足目标WUA值。来流流量介于[260m3/s,370m3/s]时,水库水位在844m以下均可满足目标WUA,但需注意不应低于水库设计的死水位817m。Extract the flow and water level conditions that meet the target WUA value (Fig. 3(b)). The darker the color in the figure, the higher the WUA in the variable backwater area of the reservoir. On the contrary, the lighter the color, the lower the WUA in the variable backwater area of the reservoir. The hatched area is above the target WUA value. It can be seen that the high value of WUA in the fluctuating backwater area of the reservoir is concentrated around the flow rate of 300m 3 /s, and the lower the water level, the greater the WUA. When the inflow flow is lower than 114.72m 3 /s or higher than 652.64m 3 /s, the target WUA value cannot be met by regulating the reservoir water level. When the inflow flow is between [260m 3 /s, 370m 3 /s], the reservoir water level below 844m can meet the target WUA, but it should not be lower than the designed dead water level of the reservoir 817m.
紫坪铺水库在齐口裂腹鱼产卵期可根据来流流量调度水位使WUA值落于图3斜线区域,以达到在变动回水区营造足够鱼类WUA的目的。Zipingpu Reservoir can adjust the water level according to the inflow flow during the spawning period of Schizothorax so that the WUA value falls in the hatched area in Figure 3, so as to achieve the purpose of creating enough fish WUA in the variable backwater area.
本领域的普通技术人员将会意识到,这里所述的实施例是为了帮助读者理解本发明的原理,应被理解为本发明的保护范围并不局限于这样的特别陈述和实施例。本领域的普通技术人员可以根据本发明公开的这些技术启示做出各种不脱离本发明实质的其它各种具体变形和组合,这些变形和组合仍然在本发明的保护范围内。Those skilled in the art will appreciate that the embodiments described here are to help readers understand the principles of the present invention, and it should be understood that the protection scope of the present invention is not limited to such specific statements and embodiments. Those skilled in the art can make various other specific modifications and combinations based on the technical revelations disclosed in the present invention without departing from the essence of the present invention, and these modifications and combinations are still within the protection scope of the present invention.
Claims (5)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202310484752.9A CN116542459A (en) | 2023-04-28 | 2023-04-28 | An ecological scheduling method for habitat remodeling of fish spawning grounds in changing backwater areas |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202310484752.9A CN116542459A (en) | 2023-04-28 | 2023-04-28 | An ecological scheduling method for habitat remodeling of fish spawning grounds in changing backwater areas |
Publications (1)
Publication Number | Publication Date |
---|---|
CN116542459A true CN116542459A (en) | 2023-08-04 |
Family
ID=87451748
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202310484752.9A Pending CN116542459A (en) | 2023-04-28 | 2023-04-28 | An ecological scheduling method for habitat remodeling of fish spawning grounds in changing backwater areas |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN116542459A (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN117892980A (en) * | 2024-03-14 | 2024-04-16 | 长江水资源保护科学研究所 | Ecological scheduling method and device for round-mouth copper fish |
-
2023
- 2023-04-28 CN CN202310484752.9A patent/CN116542459A/en active Pending
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN117892980A (en) * | 2024-03-14 | 2024-04-16 | 长江水资源保护科学研究所 | Ecological scheduling method and device for round-mouth copper fish |
CN117892980B (en) * | 2024-03-14 | 2024-05-24 | 长江水资源保护科学研究所 | Ecological scheduling method and device for round-mouth copper fish |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Wu et al. | Estimating irrigation water demand using an improved method and optimizing reservoir operation for water supply and hydropower generation: A case study of the Xinfengjiang reservoir in southern China | |
WO2021109848A1 (en) | Ecological flow determination method considering lift amount | |
Li et al. | A new modified tennant method with spatial-temporal variability | |
Li et al. | Modelling the impacts of reservoir operations on the downstream riparian vegetation and fish habitats in the Lijiang River | |
CN107092786A (en) | A kind of ecological matrix flow rate calculation method and system of consideration river different conditions | |
CN115423182A (en) | Hydropower station downward-leakage ecological flow evaluation method and device, storage medium and equipment | |
CN113475431B (en) | Methods for constructing alternative suitability models of tributary habitats that match fish life histories | |
CN116542459A (en) | An ecological scheduling method for habitat remodeling of fish spawning grounds in changing backwater areas | |
Wang et al. | Scenario analysis for the sustainable development of agricultural water in the Wuyuer River basin based on the WEP model with a reservoir and diversion engineering module | |
CN113957845B (en) | Fish habitat ecological restoration system construction method and system | |
Wang et al. | Evaluating the impact of power station regulation on the suitability of drifting spawning fish habitat based on the fuzzy evaluation method | |
Li et al. | Incorporating ecological adaptation in a multi-objective optimization for the Three Gorges Reservoir | |
CN117973706B (en) | Reservoir ecological dispatching method integrating fish ecological flow process and water temperature process requirements | |
CN107688702B (en) | Lane colony algorithm-based river channel flood flow evolution law simulation method | |
Qureshi et al. | Integrated biophysical and economic modellingframework to assess impacts of alternative groundwater management options | |
CN110555236B (en) | Large-size fixed marine platform wave vertical force calculation method | |
Zhang et al. | Investigating the simultaneous ecological operation of dam gates to meet the water flow requirements of fish spawning migration | |
Sun et al. | Water flow regulation and scheme optimization in the Haihe River | |
CN111651709B (en) | Method for replacing and repairing branch dam-splitting habitat in main and branch hydroelectric development basin | |
Hu et al. | Quantifying suitable dynamic water levels in marsh wetlands based on hydrodynamic modelling | |
Wang et al. | Effects of a proposed hydraulic project on the surface water connectivity in Poyang Lake floodplain system, China: Numerical simulation and geostatistical analysis | |
Wang et al. | Research on ecological water level of open lakes: a case study of Poyang Lake | |
Dai et al. | Spatiotemporal variability in the effect of the water supply from the Three Gorges Reservoir on Dongting Lake during the dry season | |
Zhao et al. | Multi-objective optimization of the Three Gorges cascaded reservoirs operation with emphasis on electricity generation and ecological requirements | |
CN117449243B (en) | Ecological spur dike group construction method and system for restoring habitat |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination |