CN105550501A - Method for recognizing drought evolution driving mechanism of basin/region - Google Patents

Method for recognizing drought evolution driving mechanism of basin/region Download PDF

Info

Publication number
CN105550501A
CN105550501A CN201510895080.6A CN201510895080A CN105550501A CN 105550501 A CN105550501 A CN 105550501A CN 201510895080 A CN201510895080 A CN 201510895080A CN 105550501 A CN105550501 A CN 105550501A
Authority
CN
China
Prior art keywords
basin
drought
arid
climate change
change
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
Application number
CN201510895080.6A
Other languages
Chinese (zh)
Inventor
翁白莎
严登华
王浩
刘家宏
杨志勇
邵薇薇
丁相毅
刘行刚
陈向东
刘鑫鑫
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
China Institute of Water Resources and Hydropower Research
Original Assignee
China Institute of Water Resources and Hydropower Research
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by China Institute of Water Resources and Hydropower Research filed Critical China Institute of Water Resources and Hydropower Research
Priority to CN201510895080.6A priority Critical patent/CN105550501A/en
Publication of CN105550501A publication Critical patent/CN105550501A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16ZINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
    • G16Z99/00Subject matter not provided for in other main groups of this subclass

Landscapes

  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The invention discloses a method for recognizing a drought evolution driving mechanism of a basin/region. The method comprises the following steps of (1) recognizing drought evolution driving factors; (2) analyzing a meteorological and hydrological feature evolution rule; (3) analyzing an underlying surface condition evolution rule; (4) analyzing an influencing period of the drought evolution driving factors; and (5) recognizing a drought evolution driving mode of the basin/region. In comparison with the prior art, the method takes a natural-manual binary water cycle theory as the main line and is combined with the influence of natural climatic change, man-made climatic change, underlying surface condition change and water conservancy project regulation on drought to construct the drought evolution driving mode, so that the drought driving factors can be more accurately recognized to provide a technological support for drought risk evaluation and response. The method can be widely applied to recognition of the drought evolution driving mechanism of the basin/region, in particular to recognition of the drought evolution driving mechanism of east Liaohe river basin.

Description

A kind of basin/regional drought develops the recognition methods of driving mechanism
Technical field
The present invention relates to a kind of arid cause for evolution monitoring field, particularly relate to the recognition methods that a kind of basin/regional drought develops driving mechanism.
Background technology
Under climate change and the effect of human activity, worldwide arid totally present take place frequently, multiple, running fire and concurrent situation.Since 1900, global Droughts has caused more than 1,100 ten thousand people dead, and more than 2,000,000,000 people are affected.Immediate and mid-term, China's Loss Caused by Meteorological Disasters accounts for 61% of whole lose from natural calamity, and Droughts loss accounts for 55% of Loss Caused by Meteorological Disasters.Arid does not occur over just the relatively deficient northern area of water resource, frequently occurs in the southern area of water resource relative abundance yet.In recent years, southwest and In Middle And Lower Reaches of Changjiang River all there occurs the drought event of large area, long duration.Therefore, identify that the driving mechanism that arid develops has important function and significance.
Over nearly 10 years, the research of arid driving mechanism is mainly carried out from three aspects: one is the impact that climate change develops drought event; Two is impacts that mankind's activity develops drought event; Three is that climate change and mankind's activity are jointly on the impact that drought event develops.
For the driving mechanism of climate change to drought event, Chinese scholars has done many correlative studys.Xie An etc. are in the Northeast of China, Zhai Pan Mao etc. are in China northeast, North China and the Northwest, Gu waits quietly for Yuan Dynasty Guanzhong area, the large congruence of chapter is in east China area, DaiAG has all carried out correlative study in areas such as the U.S., result shows, unusual weather conditions (temperature raises or decrease in precipitation) cause above-mentioned area that arid occurs, or even the main cause of continuous drought.
Chinese scholars more and more paid close attention to the driving mechanism of mankind's activity for non-irrigated event in recent years, and it relates generally to the aspects such as Land_use change/covering change, hydraulic engineering construction.Fu Congbin etc. are in China's West of The Northeast China and east Inner Mongolia, ginger meets to be waited clearly in Xinjiang of China area, DeoRC etc. are in Australian eastern region, Zhang Huqiang etc. are in western China, Mu Xingmin etc. have all carried out correlative study in Southwestern China area, result shows, mankind's activity, and particularly land use change survey is the main cause of aggravating above-mentioned regional climate arid.
Along with the aggravation of climate change and the effect of human activity, the research simultaneously carried out drought event develops impact from climate change and mankind's activity two aspect is more and more paid close attention to.Cheng Guodong and Wang Genxu is in NORTHWEST CHINA area, Wang Jianhua and Guo Yue are in Chongqing City of China, Tong Yiqin etc. are in Ningbo City of China, Zhang Jiatuan and Qu Yanping is in China northeast, southwest, AminSB is in Lebanon of Mediterranean Region, Gong Zhiqiang and Feng Guolin is in the northern area of China, Zhang Yun etc. are in Xihaigu Prefecture, Guo Rui and Cha late autumn is at Jing river basin, Hou Guangliang etc. are in Eastern Qinghai Province, Stone surpasses in Tangshan City, slow roc and Zhang Shengtang have all carried out correlative study in the northern area of China, result shows, climate change and mankind's activity are the main causes that arid and drought occur in above-mentioned area.
The main deficiency of these methods is embodied in two aspects: one is analyze separately its impact developed drought event from climate change and mankind's activity two aspects, is difficult to the nature and the social property that embody arid; Two is comprehensively analyze its impact developed drought event from climate change and mankind's activity two aspects, but along with going deep into of climate change and the effect of human activity, binary drive characteristic that water cycle process presents significantly " nature-artificial ", building of hydraulic engineering and irrigating facility, in certain area, change the spatial-temporal distribution characteristic of drought event, said method is difficult to embody polynary, the complicated driving feature of also existing of drought event.Therefore, should serve as theme with the overall key element process of " nature-artificial " dualistic water cycle, the impact on arid such as distinct natural climate change, anthropogenic climate change, land surface condition change, hydraulic engineering adjustment, the identification of arid driving mechanism under improving complex environment further.
Summary of the invention
The object of the invention is to the deficiency developing driving mechanism recognition methods for existing arid, propose the recognition methods that a kind of basin/regional drought develops driving mechanism.The method is served as theme with " nature-artificial " dualistic water cycle theory, unified with nature climate change, anthropogenic climate change, land surface condition change, the impact of hydraulic engineering adjustment on arid, build the drive pattern that arid develops, arid driven factor can be identified more accurately, for aridity risk evaluation and reply provide technical support.
To achieve these goals, the technical solution used in the present invention is: a kind of basin/regional drought develops the recognition methods of driving mechanism, and method step is as follows,
(1) driven factor that arid develops is identified
The indicator of major effect period comprises the adjustment of natural climate change, anthropogenic climate change, land surface condition change and hydraulic engineering; The change of land surface condition can affect Water Vapor Content, but not independent factor, according to predictor selection independency principle, choose quantity of precipitation, Water Vapor Content and hydraulic engineering as judging that natural climate change, anthropogenic climate change and hydraulic engineering are to the indicator of the major effect period of broad sense arid; Consider the impact of latitude zone, place, basin quantity of precipitation by general circulation general layout, there is zonality, choose non-regional rainfall factor, be i.e. the quantity of precipitation of political divisions, place, basin and the quantity of precipitation in basin self;
(2) meteorological model key element development law is analyzed
The tendency of development law of Water Vapor Content, precipitation, temperature, evaporation, runoff, these main meteorological hydrographic features of soil moisture content in dialysis basin/region, mutability and periodically, obtain latitude zone, place, basin annual precipitation catastrophe point t 1, place, basin subregion annual precipitation catastrophe point t 2, the annual precipitation catastrophe point t in basin own 3, place, basin subregion Water Vapor Content catastrophe point t 4, then t=min{t 1, t 2, t 3, t 4for natural climate change and anthropogenic climate change are to the cut-point of arid major effect period, namely anthropogenic climate change has an impact to arid from t;
(3) land surface condition development law is analyzed
The development law Main Analysis Land Use Change of land surface condition and hydraulic engineering ruuning situation, in analysis stream/region, input operate time, main these main correlation parameters of water supply coverage of all reservoirs, determine that in basin/region, hydraulic engineering drops into the time t ' of utilization the earliest;
(4) influencing timeslice that arid develops driven factor is analyzed
Suppose t sfor initial time, t efor the end time, through the analysis of step (2) and step (3), can obtain natural climate change in calculation interval is [t to the influencing timeslice of arid s, t '], in calculation interval, natural climate change and hydraulic engineering are [t ', t] to the influencing timeslice of arid, and in calculation interval, natural climate changes, anthropogenic climate change and hydraulic engineering be [t, t to the influencing timeslice of arid e];
(5) drive pattern that basin/regional drought develops is identified
According to the analysis of step (4), the drive pattern that basin/regional drought develops can be identified.
As preferably, in step (1), natural climate change and anthropogenic climate change pass through to affect Water Vapor Content, precipitation and evapotranspiration, affect the supply and demand water of water resource system; Land surface condition change, by affecting runoff mechanism, affects surface water, the holard and groundwater run off; The adjustment of the hydraulic engineerings such as retaining, diversion, water lift, water transfer have impact on the water supply side of water resource system.
As preferably, in step (2), cubic spline function is adopted to carry out the analysis of trend of meteorological model key element, wherein, the significance test employing nonparametric statistics method of inspection; Mann-Kendall method and Yamamoto method is adopted to carry out mutability detection; Maximum Entropy Spectral Estimation is adopted to carry out periodicity extraction.
As preferably, in step (3), based on Land Use Change in remotely-sensed data of many phases analysis stream/region.
Compared with prior art, the invention has the advantages that: the inventive method is served as theme with " nature-artificial " dualistic water cycle theory, unified with nature climate change, anthropogenic climate change, land surface condition change, the impact of hydraulic engineering adjustment on arid, build the drive pattern that arid develops, arid driven factor can be identified more accurately, for aridity risk evaluation and reply provide technical support.Basin/regional drought can be widely used in and develop driving mechanism identification, be specially adapted to East Liao River Basin arid and develop driving mechanism identification.
Accompanying drawing explanation
Fig. 1 is that arid develops overall driving mechanism recognition principle;
Fig. 2 is the analytical approach that arid develops driving mechanism influencing timeslice;
Fig. 3 is the influencing timeslice analysis result that arid develops driven factor;
Fig. 4 is the arid drive pattern recognition result in embodiment;
Embodiment
The invention will be further described below;
Embodiment: see Fig. 1, Fig. 2, Fig. 3, Fig. 4, a kind of basin/regional drought develops the recognition methods of driving mechanism, and choose the East Liao River Basin that drought event takes place frequently and carry out positive research, method step is as follows:
(1) driven factor that arid develops is identified
Natural climate change and anthropogenic climate change, by affecting Water Vapor Content, precipitation and evapotranspiration, affect the supply and demand water of water resource system; Land surface condition change, by affecting runoff mechanism, affects surface water, the holard and groundwater run off; The adjustment of the hydraulic engineerings such as retaining, diversion, water lift, water transfer have impact on the water supply side of water resource system.Therefore, precipitation, Water Vapor Content, land surface condition, hydraulic engineering identify that above-mentioned 4 class driving forces are to the indicator of the major effect period of arid.And the change of land surface condition can affect Water Vapor Content, it is an independent factor not, according to predictor selection independency principle, choose quantity of precipitation, Water Vapor Content and hydraulic engineering as judging that natural climate change, anthropogenic climate change and hydraulic engineering are to the indicator of the major effect period of broad sense arid.Consider the impact of latitude zone, place, basin quantity of precipitation by general circulation general layout, there is zonality, choose non-regional rainfall factor, be i.e. the quantity of precipitation of political divisions, place, basin and the quantity of precipitation in basin self.Therefore, choose East Liao River Basin place subregion quantity of precipitation, the annual precipitation in basin own, temperature, potential evaporation amount, natural runoff, hydraulic engineering be adjusted to Main Driving Factors.
(2) meteorological model key element development law is analyzed
The development law (tendency, mutability and periodically) of the meteorological model key element such as Water Vapor Content, precipitation, temperature, evaporation, runoff in dialysis stream/region, the characters of climate and hydrology in stream/region can be understood better, simultaneously for identifying stream/regional drought driving mechanism, especially identify that the influencing timeslice of natural climate change and anthropogenic climate change convection current/regional drought provides foundation.Adopt cubic spline function to carry out the analysis of trend of meteorological model key element, wherein, inspection adopts the nonparametric statistics method of inspection; Mann-Kendall method and Yamamoto method is adopted to carry out mutability detection; Maximum Entropy Spectral Estimation is adopted to carry out periodicity extraction.Through above-mentioned analysis, place, basin subregion quantity of precipitation catastrophe point can be obtained in nineteen eighty-two, the annual precipitation catastrophe point in basin own is in nineteen eighty-two, penetration temperature height was in 1988, evaporation capacity catastrophe point is in nineteen ninety-five, natural runoff catastrophe point in 1984, then nineteen eighty-two be natural climate change and anthropogenic climate change to the cut-point of arid major effect period, namely anthropogenic climate change has an impact to arid from nineteen eighty-two.
(3) land surface condition development law is analyzed
The development law Main Analysis Land Use Change of land surface condition and hydraulic engineering ruuning situation.Based on Land Use Change in remotely-sensed data of many phases analysis stream/region; The correlation parameter such as input operate time, main water supply coverage of all reservoirs in analysis stream/region, determines that the time that hydraulic engineering in stream/region drops into utilization is the earliest nineteen fifty.
(4) influencing timeslice that arid develops driven factor is analyzed
The research period of the present embodiment is 1960 ~ 2010 years, through the analysis of step (2) and step (3), 1960 ~ 1981 years East Liao River Basin arids can be obtained and develop the main impact by natural climate change, land surface condition change (mainly land use change survey) and hydraulic engineering adjustment; The main impact regulated by natural climate change, anthropogenic climate change, land surface condition change (mainly land use change survey) and hydraulic engineering of East Liao River Basin arid in 1982 ~ 2010 years.
(5) drive pattern that basin/regional drought develops is identified
According to the analysis of step (4), the drive pattern that basin/regional drought develops can be identified.
Mechanism of the present invention: arid is the class extremal process in weather nature evolution, affects, have the reoccurrence period by the nature rhythm and pace of moving things.Along with the change of weather and land surface condition, the frequency that arid occurs, intensity and time and spatial distribution characteristic all there occurs marked change.For reducing arid loss, the mankind are dispatched by the distribution and optimization of hydraulic engineering, have impact on frequency, intensity and coverage that arid occurs to a certain extent.Natural climate change, anthropogenic climate change, land surface condition change and hydraulic engineering regulate the overall 4 class driving forces constituting arid and develop.With under increasing the anthropogenic climate change impact of warming up as essential characteristic, the frequency of extreme and continuous generation short of rain, in increasing situation, fundamentally changes the essential characteristic of arid; Land surface condition change changes Basin Rainfall runoff yield feature, thus has influence on water resources quantity and the available water in basin; By the Optimized Operation of River-Basin water conservancy engineering (group), the basin water supply that improve the dry period ensures, reduces influence degree and the scope (Fig. 1) of arid.Develop in driving mechanism identification in arid, emphasis is the contribution identifying that the change of anthropogenic climate change, land surface condition and hydraulic engineering regulate the frequency to arid, intensity and duration to change, to support the comprehensive reply of arid.
The method of the present invention is served as theme with " nature-artificial " dualistic water cycle theory, unified with nature climate change, anthropogenic climate change, land surface condition change, the impact of hydraulic engineering adjustment on arid, build the drive pattern that arid develops, arid driven factor can be identified more accurately, for aridity risk evaluation and reply provide technical support.Above-mentioned conclusion illustrates that the method establishment arid utilizing the present invention to propose develops driving mechanism recognition methods and can analyze natural climate change, anthropogenic climate change, land surface condition change and hydraulic engineering adjustment more exactly to the driving mechanism of arid differentiation, the aridity risk evaluation and the reply that can be next step provide supplemental support, can be applicable in actual project analysis.
Above exhaustive presentation is carried out to the recognition methods of a kind of basin provided by the present invention/regional drought differentiation driving mechanism, apply specific case herein to set forth principle of the present invention and embodiment, the explanation of above embodiment just understands method of the present invention and core concept thereof for helping; Simultaneously, for one of ordinary skill in the art, according to thought of the present invention, all will change in specific embodiments and applications, to change of the present invention and improve will be possible, and design and the scope of accessory claim defined can not be exceeded, in sum, this description should not be construed as limitation of the present invention.

Claims (4)

1. basin/regional drought develops a recognition methods for driving mechanism, it is characterized in that: method step is as follows,
(1) driven factor that arid develops is identified
The indicator of major effect period comprises the adjustment of natural climate change, anthropogenic climate change, land surface condition change and hydraulic engineering; The change of land surface condition can affect Water Vapor Content, but not independent factor, according to predictor selection independency principle, choose quantity of precipitation, Water Vapor Content and hydraulic engineering as judging that natural climate change, anthropogenic climate change and hydraulic engineering are to the indicator of the major effect period of broad sense arid; Consider the impact of latitude zone, place, basin quantity of precipitation by general circulation general layout, there is zonality, choose non-regional rainfall factor, be i.e. the quantity of precipitation of political divisions, place, basin and the quantity of precipitation in basin self;
(2) meteorological model key element development law is analyzed
The tendency of development law of Water Vapor Content, precipitation, temperature, evaporation, runoff, these main meteorological hydrographic features of soil moisture content in dialysis basin/region, mutability and periodically, obtain latitude zone, place, basin annual precipitation catastrophe point t 1, place, basin subregion annual precipitation catastrophe point t 2, the annual precipitation catastrophe point t in basin own 3, place, basin subregion Water Vapor Content catastrophe point t 4, then t=min{t 1, t 2, t 3, t 4for natural climate change and anthropogenic climate change are to the cut-point of arid major effect period, namely anthropogenic climate change has an impact to arid from t;
(3) land surface condition development law is analyzed
The development law Main Analysis Land Use Change of land surface condition and hydraulic engineering ruuning situation, in analysis stream/region, input operate time, main these main correlation parameters of water supply coverage of all reservoirs, determine that in basin/region, hydraulic engineering drops into the time t ' of utilization the earliest;
(4) influencing timeslice that arid develops driven factor is analyzed
Suppose t sfor initial time, t efor the end time, through the analysis of step (2) and step (3), can obtain natural climate change in calculation interval is [t to the influencing timeslice of arid s, t '], in calculation interval, natural climate change and hydraulic engineering are [t ', t] to the influencing timeslice of arid, and in calculation interval, natural climate changes, anthropogenic climate change and hydraulic engineering be [t, t to the influencing timeslice of arid e];
(5) drive pattern that basin/regional drought develops is identified
According to the analysis of step (4), the drive pattern that basin/regional drought develops can be identified.
2. a kind of basin/regional drought develops the recognition methods of driving mechanism according to claim 1, it is characterized in that: in step (1), natural climate change and anthropogenic climate change, by affecting Water Vapor Content, precipitation and evapotranspiration, affect the supply and demand water of water resource system; Land surface condition change, by affecting runoff mechanism, affects surface water, the holard and groundwater run off; The adjustment of the hydraulic engineerings such as retaining, diversion, water lift, water transfer have impact on the water supply side of water resource system.
3. a kind of basin/regional drought develops the recognition methods of driving mechanism according to claim 1, it is characterized in that: in step (2), adopt cubic spline function to carry out the analysis of trend of meteorological model key element, wherein, significance test adopts the nonparametric statistics method of inspection; Mann-Kendall method and Yamamoto method is adopted to carry out mutability detection; Maximum Entropy Spectral Estimation is adopted to carry out periodicity extraction.
4. a kind of basin/regional drought develops the recognition methods of driving mechanism according to claim 1, it is characterized in that: in step (3), based on Land Use Change in remotely-sensed data of many phases analysis stream/region.
CN201510895080.6A 2015-12-09 2015-12-09 Method for recognizing drought evolution driving mechanism of basin/region Pending CN105550501A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510895080.6A CN105550501A (en) 2015-12-09 2015-12-09 Method for recognizing drought evolution driving mechanism of basin/region

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510895080.6A CN105550501A (en) 2015-12-09 2015-12-09 Method for recognizing drought evolution driving mechanism of basin/region

Publications (1)

Publication Number Publication Date
CN105550501A true CN105550501A (en) 2016-05-04

Family

ID=55829689

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510895080.6A Pending CN105550501A (en) 2015-12-09 2015-12-09 Method for recognizing drought evolution driving mechanism of basin/region

Country Status (1)

Country Link
CN (1) CN105550501A (en)

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106570340A (en) * 2016-11-14 2017-04-19 中国电建集团贵阳勘测设计研究院有限公司 River channel cross section groundwater runoff estimation method
CN107316095A (en) * 2016-09-23 2017-11-03 武汉大学 A kind of region meteorological drought grade prediction technique for coupling multi-source data
CN109086826A (en) * 2018-08-06 2018-12-25 中国农业科学院农业资源与农业区划研究所 Wheat Drought recognition methods based on picture depth study
CN110909973A (en) * 2019-09-25 2020-03-24 中国水利水电科学研究院 Comprehensive drought monitoring and evaluating method considering underlying surface condition
CN111984700A (en) * 2020-08-17 2020-11-24 中国电建集团成都勘测设计研究院有限公司 Monthly runoff prediction method based on hydrothermal coupling balance principle
CN112765808A (en) * 2021-01-15 2021-05-07 黄河勘测规划设计研究院有限公司 Ecological drought monitoring and evaluating method
CN113592334A (en) * 2021-08-09 2021-11-02 水利部牧区水利科学研究所 Method for analyzing and evaluating influence factors of water fluctuation of rivers and lakes

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
翁白莎: "流域广义干旱风险评价与风险应对研究", 《中国博士学位论文全文数据库基础科学辑》 *

Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107316095A (en) * 2016-09-23 2017-11-03 武汉大学 A kind of region meteorological drought grade prediction technique for coupling multi-source data
CN107316095B (en) * 2016-09-23 2020-09-11 武汉大学 Regional weather drought level prediction method coupled with multi-source data
CN106570340A (en) * 2016-11-14 2017-04-19 中国电建集团贵阳勘测设计研究院有限公司 River channel cross section groundwater runoff estimation method
CN109086826A (en) * 2018-08-06 2018-12-25 中国农业科学院农业资源与农业区划研究所 Wheat Drought recognition methods based on picture depth study
CN109086826B (en) * 2018-08-06 2021-05-07 中国农业科学院农业资源与农业区划研究所 Wheat drought identification method based on image deep learning
CN110909973A (en) * 2019-09-25 2020-03-24 中国水利水电科学研究院 Comprehensive drought monitoring and evaluating method considering underlying surface condition
CN111984700A (en) * 2020-08-17 2020-11-24 中国电建集团成都勘测设计研究院有限公司 Monthly runoff prediction method based on hydrothermal coupling balance principle
CN111984700B (en) * 2020-08-17 2023-04-28 中国电建集团成都勘测设计研究院有限公司 Moon runoff prediction method based on hydrothermal coupling balance principle
CN112765808A (en) * 2021-01-15 2021-05-07 黄河勘测规划设计研究院有限公司 Ecological drought monitoring and evaluating method
CN112765808B (en) * 2021-01-15 2022-11-15 黄河勘测规划设计研究院有限公司 Ecological drought monitoring and evaluating method
CN113592334A (en) * 2021-08-09 2021-11-02 水利部牧区水利科学研究所 Method for analyzing and evaluating influence factors of water fluctuation of rivers and lakes

Similar Documents

Publication Publication Date Title
CN105550501A (en) Method for recognizing drought evolution driving mechanism of basin/region
Deng et al. Spatiotemporal dynamics of soil moisture in the karst areas of China based on reanalysis and observations data
Lima et al. Climate informed monthly streamflow forecasts for the Brazilian hydropower network using a periodic ridge regression model
Li et al. Dynamic Impacts of Climate and Land‐Use Changes on Surface Runoff in the Mountainous Region of the Haihe River Basin, China
Jie et al. Selecting proper method for groundwater interpolation based on spatial correlation
Zhao et al. Discussion on using antecedent precipitation index to supplement relative soil moisture data series
CN103218536A (en) Great-leap-forward development area water demand prediction method
CN106156529A (en) A kind of underlying surface runoff relationship based on mathematical statistics determines method
Bai et al. Identification, physical mechanisms and impacts of drought–flood abrupt alternation: a review
Zhou et al. Analysis of a rainwater harvesting system for domestic water supply in Zhoushan, China
Dragoni et al. Possible response of two water systems in Central Italy to climatic changes
Wang et al. Increasing probability of concurrent drought between the water intake and receiving regions of the Hanjiang to Weihe River Water Diversion Project, China
CN103473434A (en) Urban design rainstorm calculation method
Wang et al. Study on typhoon characteristic based on bridge health monitoring system
CN115470639A (en) Method for calculating and designing flood in years series of multiple samples in super-threshold years
Zhao et al. Estimating the sensitivity of annual runoff to changes in climate and land use in the Loess Plateau, China
Wu et al. Application of K-means cluster and rough set in classified real-time flood forecasting
Shao et al. Analyzing the regional soil-vegetation-atmosphere interaction using both the Eagleson and Budyko's water balance models
Wang et al. Forecast of irrigation water demand considering multiple factors
Siwila et al. Climate change impact investigation on hydro-meteorological extremes on Zambia’s Kabompo catchment
CN114861558B (en) Reservoir temperature field partitioning method and device, computer equipment and medium
Pan et al. Impact of urbanization on flood of Shigu creek in Dongguan city
BELTRAME et al. ENSO teleconnection patterns on large scale water resources systems
Fabre et al. Simulating long-term past changes in the balance between water demand and availability and assessing their main drivers at the river basin management scale
Huang et al. Low-flow runoff prediction using the grey self-memory model

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20160504