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Slow-gathering areas of rivers, lakes, and reservoirs: Definition, estimation, and restoration 河流、湖泊和水库的缓慢聚集区:定义、估计和恢复
IF 4 Q1 WATER RESOURCES Pub Date : 2023-03-01 DOI: 10.1016/j.wse.2022.10.003
Ming Chen, Ya-fei Li, Chen Liu
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引用次数: 0
Modeling impact of culture facilities on hydrodynamics and solute transport in marine aquaculture waters of North Yellow Sea 养殖设施对北黄海海水养殖水域水动力和溶质运移的模拟影响
IF 4 Q1 WATER RESOURCES Pub Date : 2023-03-01 DOI: 10.1016/j.wse.2022.10.005
Heng-zhi Jiang , Yong-peng Ji , Ming-liang Zhang

An increasing number of marine aquaculture facilities have been placed in shallow bays and open sea, which might significantly affect hydrodynamic and solute transport processes in marine aquaculture waters. In this study, a coupled hydrodynamic and solute transport model was developed with high-resolution schemes in marine aquaculture waters based on depth-averaged shallow water equations. A new expression of drag force was incorporated into the momentum equations to express the resistance of suspended culture cages. The coupled model was used to simulate the effect of suspended structures on tidal currents and the movement of a contaminant cloud in the marine aquaculture of the North Yellow Sea, China. The simulation results showed a low-velocity area appearing inside the aquaculture cage area, with a maximum reduction rate of velocity close to 45% under high-density culture. The results also showed that tidal currents were sensitive to the density of suspended cages, the length of cages, and the drag coefficients of cages. The transport processes of pollutants inside aquaculture facilities were inhibited away from the vicinity of the culture cage area because of the diminished tidal currents. Therefore, the suspended cages significantly affected the transport processes of pollutants in the coastal aquaculture waters. Furthermore, the reduced horizontal velocity significantly decreased the food supply for the aquaculture areas from the surrounding sea.

越来越多的海水养殖设施被放置在浅海湾和远海,这可能会显著影响海水养殖水域的水动力和溶质运输过程。本文基于深度平均浅水方程,建立了海水养殖水域水动力与溶质运移的高分辨率耦合模型。在动量方程中引入一种新的阻力表达式来表示悬浮培养笼的阻力。采用耦合模型模拟了北黄海海水养殖中悬浮结构对潮流和污染云运动的影响。模拟结果显示,养殖网箱区域内出现低速区,高密度养殖时速度最大降低率接近45%。结果还表明,潮流对悬浮网箱的密度、网箱的长度和网箱的阻力系数都很敏感。由于潮流的减弱,养殖设施内污染物的运输过程被抑制,远离养殖笼区附近。因此,悬浮网箱显著影响了沿海养殖水体中污染物的运移过程。此外,水平流速的降低显著减少了水产养殖区从周围海域获得的食物供应。
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引用次数: 2
Thanks to our academic editors and peer reviewers 感谢我们的学术编辑和同行评审
IF 4 Q1 WATER RESOURCES Pub Date : 2023-03-01 DOI: 10.1016/S1674-2370(23)00029-7
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引用次数: 0
Compound extreme events in Yarlung Zangbo River Basin from 1977 to 2018 1977~2018年雅鲁藏布江流域复合极端事件
IF 4 Q1 WATER RESOURCES Pub Date : 2023-03-01 DOI: 10.1016/j.wse.2022.08.002
Zong-xue Xu , Rui Zhang

Extreme climate events threaten human health, economic development, and ecosystems. Many studies have been conducted on extreme precipitation and temperature changes in the Yarlung Zangbo River Basin (YZRB). However, little attention has been paid to compound climate extremes. In this study, the variations of wet/warm compound extreme events in summer and dry/cold compound extreme events in winter over the past 42 years in the YZRB were investigated using eight extreme climate indices that were estimated using monthly temperature and precipitation observations. The results showed that the numbers of frost days and ice days tended to decrease on the spatiotemporal scale, while the maximum values of daily maximum temperature and daily minimum temperature exhibited increasing trends. The frequency of wet/warm compound extreme events was significantly higher from 1998 to 2018 than from 1977 to 1997. Dry/cold compound extreme events became less frequent from 1998 to 2018 than from 1977 to 1997. The rate of increase of wet/warm compound extreme events was about ten times the absolute rate of decrease of dry/cold compound extreme events. With regard to the spatial pattern, the frequency of wet/warm compound extreme events increased significantly in almost all parts of the YZRB, while that of dry/cold compound extreme events decreased across the basin. This study helps to improve our understanding of the changes in compound precipitation and temperature extremes in the YZRB from a multivariable perspective.

极端气候事件威胁着人类健康、经济发展和生态系统。对雅鲁藏布江流域极端降水和温度变化进行了大量研究。然而,人们很少关注复合极端气候。利用逐月气温和降水观测估算的8个极端气候指数,研究了近42年来长江三角洲夏季湿/暖复合极端事件和冬季干/冷复合极端事件的变化特征。结果表明:霜冻日数和结冰日数在时空尺度上呈减少趋势,日最高气温和日最低气温的最大值呈增加趋势;1998 - 2018年湿/暖复合极端事件发生频率显著高于1977 - 1997年。1998年至2018年,干/冷复合极端事件的频率低于1977年至1997年。湿/暖复合极端事件的增加速率约为干/冷复合极端事件绝对减少速率的10倍。从空间格局上看,湿/暖复合极端事件的频率在长江中部几乎所有地区都显著增加,而干/冷复合极端事件的频率在整个盆地范围内都显著减少。本研究有助于从多变量的角度进一步认识YZRB复合极端降水和极端温度的变化。
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引用次数: 0
Approach of water–salt regulation using micro-sprinkler irrigation in two coastal saline soils 两种滨海盐渍土微喷灌水盐调节研究
IF 4 Q1 WATER RESOURCES Pub Date : 2023-03-01 DOI: 10.1016/j.wse.2022.10.002
Lin-lin Chu , Yu Zhu , Ling Xiong , Rong-yu Huang , Yao-hu Kang , Zhan-peng Liu , Xiao-ming Geng

This study aimed to investigate whether saline silt and sandy loam coastal soils could be reclaimed by micro-sprinkler irrigation. The experiments were run using moderately salt-tolerant tall fescue grass. Micro-sprinkler irrigation in three stages was used to regulate soil matric potential at a 20-cm soil depth. Continued regulation of soil water and salt through micro-sprinkler irrigation consistently resulted in an increasingly large low-salinity region. The application of the three stages of soil water–salt regulation resulted in an absence of salt accumulation throughout the soil profile and the conversion of highly saline soils into moderately saline soils. There were increases in the plant height, leaf width, leaf length, and tiller numbers of tall fescue throughout the leaching process. The results showed that micro-sprinkler irrigation in three soil water and salt regulation stages can be used to successfully cultivate tall festuca in highly saline coastal soil. This approach achieved better effects in sandy loam soil than in silt soil. Tall fescue showed greater survival rates in sandy loam soil due to the rapid reclamation process, whereas plant growth was higher in silt soil because of effective water conservation. In sandy loam, soil moisture should be maintained during soil reclamation, and in silt soil, soil root-zone environments optimal for the emergence of plants should be quickly established. Micro-sprinkler irrigation can be successfully applied to the cultivation of tall fescue in coastal heavy saline soils under a three-stage soil water–salt regulation regime.

本研究旨在探讨微喷灌在滨海盐渍粉砂壤土复垦中的可行性。试验选用中等耐盐高羊茅。采用3期微喷灌对20 cm深度土壤基质电位进行调控。持续通过微喷灌对土壤水盐进行调控,导致低盐区面积越来越大。土壤水盐调控的三个阶段的应用导致整个土壤剖面没有盐积累,高盐渍土向中盐渍土转化。在整个淋滤过程中,高羊茅的株高、叶宽、叶长和分蘖数均有所增加。结果表明,在高盐碱度滨海土壤中,采用3个土壤水盐调节阶段的微喷灌,可成功培育高羊茅。该方法在砂壤土上的效果优于粉土。高羊茅在砂壤土中由于垦殖速度快,成活率较高,而在粉土中由于有效的保水措施,植物长势较高。在沙质壤土中,复垦过程中应保持土壤水分;在粉土中,应迅速建立最适宜植物出苗的土壤根区环境。在三阶段土壤水盐调节制度下,微喷灌可成功地应用于沿海重盐碱地高羊茅的栽培。
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引用次数: 1
Enhanced nitrogen removal at low temperature with mixed anoxic/oxic process 厌氧/好氧混合工艺强化低温脱氮
IF 4 Q1 WATER RESOURCES Pub Date : 2023-03-01 DOI: 10.1016/j.wse.2022.08.005
Xiang-kun Li , Ying-jun Yang , Gai-ge Liu , Dou-dou Sun , Xiao-chen Ma

Different hydraulic retention times (HRTs) were tested in a mixed anoxic/oxic (A/O) system at 5°C and 10°C to investigate the effects of HRT and carrier on nitrogen removal in wastewater at low temperatures. The results showed that the addition of the fillers improved the treatment effect of each index in the system. With an optimal HRT of 7.5 h at 5°C, the removal efficiencies of NH4+-N and total nitrogen (TN) reached 91.2% and 75.6%, respectively. With an HRT of 6 h at 10°C, the removal efficiencies of NH4+-N and TN were 96.7% and 82.9%, respectively. The results of high-throughput sequencing showed that the addition of the suspended carriers in the aerobic zone could improve the treatment efficiency of nitrogen at low temperatures. The microbial analysis indicated that the addition of the suspended carriers enhanced the enrichment of nitrogen removal bacteria. Nitrospira, Nitrotoga, and Nitrosomonas were found to be the bacteria responsible for nitrification, and their relative concentrations on the biofilm at 5°C and 10°C accounted for 98.11%, 92.79%, and 69.98% of all biological samples, respectively.

在5°C和10°C的混合缺氧/氧(a /O)系统中测试了不同的水力停留时间(HRT),以研究HRT和载体对低温废水中氮的去除效果。结果表明,填料的加入提高了体系中各项指标的处理效果。在5℃条件下,最佳HRT为7.5 h时,对NH4+-N和总氮(TN)的去除率分别达到91.2%和75.6%。在10℃条件下,HRT为6 h时,对NH4+-N和TN的去除率分别为96.7%和82.9%。高通量测序结果表明,在好氧区添加悬浮载体可以提高低温下氮的处理效率。微生物学分析表明,悬浮载体的加入增强了脱氮菌的富集。硝基螺旋菌、硝基托加菌和硝化单胞菌是负责硝化作用的细菌,在5°C和10°C时,它们在生物膜上的相对浓度分别占所有生物样品的98.11%、92.79%和69.98%。
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引用次数: 1
Spatial variability of soil hydraulic and physical properties in erosive sloping agricultural fields 侵蚀性坡地土壤水力物理特性的空间变异性
IF 4 Q1 WATER RESOURCES Pub Date : 2023-03-01 DOI: 10.1016/j.wse.2022.10.001
Deepak Singh , Alok Kumar Mishra , Sridhar Patra , Sankar Mariappan , Nisha Singh , Saswat Kumar Kar

It is essential to minimize soil quality degradation in sloping agricultural fields through stabilization and improvement of soil hydraulic properties using sustainable soil management. This study aimed to analyze the impact of different tillage practices, including conventional tillage (CT), minimum tillage (MT), and zero tillage (ZT), on soil hydraulic conductivity in a sloping agricultural field under maize–wheat rotation. The results showed that the highest runoff volume (257.40 m3), runoff coefficient (42.84%), and soil loss (11.3 t) were observed when the CT treatment was applied. In contrast, the lowest runoff volume (67.95 m3), runoff coefficient (11.35%), and soil loss (1.05 t) were observed when the ZT treatment was adopted. The soil organic carbon and aggregate mean weight diameter were found to be significantly greater (with mean values of 0.79% and 1.19 mm, respectively) with the ZT treatment than with the CT treatment. With the tilled treatments (CT and MT), substantial changes in the saturated soil hydraulic conductivity (ks), near-saturated soil hydraulic conductivity (k), and water-conducting porosity (ε) were observed between two crop seasons. These three soil parameters were significantly higher in the period after maize harvesting than in the wheat growing period. In contrast, no significant difference in these soil parameters was found when the untilled treatment (ZT) was carried out. With regard to the slope positions, ks, k, and ε showed different behaviors under different treatments. The toe slope position showed significantly lower ks and ε values than the summit and middle slope positions. Of the evaluated tillage practices, ZT was found to be the most promising means to improve the soil hydro-physical properties and effectively reduce surface runoff and soil erosion.

通过可持续土壤管理稳定和改善土壤水力特性,最大限度地减少坡耕地土壤质量退化。本研究旨在分析常规耕作(CT)、最少耕作(MT)和免耕作(ZT)不同耕作方式对玉米-小麦轮作坡耕地土壤导电性的影响。结果表明,CT处理的径流量(257.40 m3)、径流系数(42.84%)和土壤流失量(11.3 t)最大;ZT处理的径流量最小(67.95 m3),径流系数最小(11.35%),土壤流失量最小(1.05 t)。ZT处理土壤有机碳和团聚体平均重径显著高于CT处理,平均值分别为0.79%和1.19 mm。不同耕作方式(CT和MT)的饱和土壤导水率(ks)、近饱和土壤导水率(k)和导水孔隙率(ε)在两个作物季节之间发生了显著变化。这三个土壤参数在玉米收获后显著高于小麦生育期。而未耕处理(ZT)对这些土壤参数的影响不显著。对于坡位,k、k和ε在不同处理下表现出不同的行为。坡脚位置的ks和ε值显著低于坡顶和坡中位置。在评估的耕作方式中,ZT被认为是改善土壤水物理性质和有效减少地表径流和土壤侵蚀的最有希望的方法。
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引用次数: 3
Waste fly ash–ZnO as a novel sunlight-responsive photocatalyst for dye discoloration 废粉煤灰氧化锌作为染料变色的新型光催化剂
IF 4 Q1 WATER RESOURCES Pub Date : 2023-03-01 DOI: 10.1016/j.wse.2022.11.001
Leena V. Bora , Sonal P. Thakkar , Kevin S. Vadaliya , Nisha V. Bora

Treating waste with a waste material using freely available solar energy is the most effective way towards sustainable future. In this study, a novel photocatalyst, partly derived from waste material from the coal industry, was developed. Fly ash hybridized with ZnO (FA–Zn) was synthesized as a potential photocatalyst for dye discoloration. The synthesized photocatalyst was characterized by X-ray diffraction, scanning electron microscopy, transmission electron microscopy, and ultraviolet–visible/near infra-red spectroscopy. The photocatalytic activity was examined with the discoloration of methylene blue used as synthetic dye wastewater. All the experiments were performed in direct sunlight. The photocatalytic performance of FA–Zn was found to be better than that of ZnO and the conventionally popular TiO2. The Langmuir–Hinshelwood model rate constant values of ZnO, TiO2, and FA–Zn were found to be 0.016 min−1, 0.017 min−1, and 0.020 min−1, respectively. There were two reasons for this: (1) FA–Zn was able to utilize both ultraviolet and visible parts of the solar spectrum, and (2) its Brunauer–Emmett–Teller surface area and porosity were significantly enhanced. This led to increased photon absorption and dye adsorption, thus exhibiting an energy-efficient performance. Therefore, FA–Zn, partly derived from waste, can serve as a suitable material for environmental remediation and practical solar energy applications.

利用可免费获得的太阳能以废物处理废物是实现可持续未来的最有效途径。在这项研究中,开发了一种新型光催化剂,部分来源于煤炭工业的废料。合成了氧化锌(FA-Zn)杂化粉煤灰作为染料变色光催化剂。采用x射线衍射、扫描电镜、透射电镜、紫外-可见/近红外光谱对合成的光催化剂进行了表征。以合成染料废水亚甲基蓝为原料,考察了其光催化活性。所有实验都是在阳光直射下进行的。FA-Zn的光催化性能优于ZnO和传统的TiO2。ZnO、TiO2和FA-Zn的Langmuir-Hinshelwood模型速率常数分别为0.016 min−1、0.017 min−1和0.020 min−1。这有两个原因:(1)FA-Zn能够同时利用太阳光谱的紫外和可见光部分;(2)其brunauer - emmet - teller比表面积和孔隙率显著增强。这导致增加光子吸收和染料吸附,从而显示出节能性能。因此,部分来源于废弃物的FA-Zn可以作为环境修复和太阳能实际应用的合适材料。
{"title":"Waste fly ash–ZnO as a novel sunlight-responsive photocatalyst for dye discoloration","authors":"Leena V. Bora ,&nbsp;Sonal P. Thakkar ,&nbsp;Kevin S. Vadaliya ,&nbsp;Nisha V. Bora","doi":"10.1016/j.wse.2022.11.001","DOIUrl":"10.1016/j.wse.2022.11.001","url":null,"abstract":"<div><p>Treating waste with a waste material using freely available solar energy is the most effective way towards sustainable future. In this study, a novel photocatalyst, partly derived from waste material from the coal industry, was developed. Fly ash hybridized with ZnO (FA–Zn) was synthesized as a potential photocatalyst for dye discoloration. The synthesized photocatalyst was characterized by X-ray diffraction, scanning electron microscopy, transmission electron microscopy, and ultraviolet–visible/near infra-red spectroscopy. The photocatalytic activity was examined with the discoloration of methylene blue used as synthetic dye wastewater. All the experiments were performed in direct sunlight. The photocatalytic performance of FA–Zn was found to be better than that of ZnO and the conventionally popular TiO<sub>2</sub>. The Langmuir–Hinshelwood model rate constant values of ZnO, TiO<sub>2</sub>, and FA–Zn were found to be 0.016 min<sup>−1</sup>, 0.017 min<sup>−1</sup>, and 0.020 min<sup>−1</sup>, respectively. There were two reasons for this: (1) FA–Zn was able to utilize both ultraviolet and visible parts of the solar spectrum, and (2) its Brunauer–Emmett–Teller surface area and porosity were significantly enhanced. This led to increased photon absorption and dye adsorption, thus exhibiting an energy-efficient performance. Therefore, FA–Zn, partly derived from waste, can serve as a suitable material for environmental remediation and practical solar energy applications.</p></div>","PeriodicalId":23628,"journal":{"name":"Water science and engineering","volume":"16 1","pages":"Pages 76-82"},"PeriodicalIF":4.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41320194","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Dilution characteristics of dual buoyant jets in wavy cross-flow environment 波浪横流环境中双浮力射流的稀释特性
IF 4 Q1 WATER RESOURCES Pub Date : 2023-03-01 DOI: 10.1016/j.wse.2022.09.004
Ebenezer Otoo , Yong-ping Chen , Zhen-shan Xu , Yu-hang Chen

Due to the difference in density between the discharge effluent and coastal water, partially treated wastewater is often discharged into the marine environment as a buoyant jet via submarine outfalls with multiport diffusers. The dilution characteristics of effluent discharge (dual buoyant jets) in a wavy cross-flow environment were studied in a laboratory. The planar laser-induced fluorescence technique was used to obtain the concentration data of the jets. The effects of different environmental variables on the diffusion and dilution characteristics of the jets were examined through physical experiments, dimensional analysis, and empirical formulations. It was found that the dilution process of the dual jets could be divided into two components: the original jet component and the effluent cloud component. The jet-to-current velocity ratio was the main parameter affecting the concentration levels of the effluent cloud. The merging of the two jets increased the jet concentration in the flow field. When the jets traveled further downstream, the axial dilution increased gradually and then increased significantly along the axis. Under the effects of strong waves, the concentration contours branched into two peaks, and the mean dilution became more significant than under the effects of weak waves. Therefore, the dilution of the effluent discharge was expected to be significant under strong wave effects because the hydrodynamic force increased. A dilution equation was derived to improve our understanding of the dilution process of buoyant jets in a wavy cross-flow environment. This equation was used to determine the influences of the jet-to-current velocity ratio, wave-to-current velocity ratio, and Strouhal number on the minimum jet dilution. It revealed that the wave and buoyancy effects in effluent discharges were significant.

由于排放废水与沿海水的密度不同,部分处理的废水通常通过带有多端口扩散器的海底出口以浮力射流的形式排放到海洋环境中。在实验室内研究了波浪交叉流环境下双浮力射流的稀释特性。采用平面激光诱导荧光技术获得了射流的浓度数据。通过物理实验、量纲分析和经验公式研究了不同环境变量对射流扩散和稀释特性的影响。研究发现,双射流的稀释过程可分为两个部分:原始射流部分和流出云部分。射流流速比是影响出水云浓度水平的主要参数。两种射流的合并增加了流场中射流的浓度。当射流进一步向下游移动时,轴向稀释逐渐增大,然后沿轴向显著增大。在强波作用下,浓度曲线分叉成两个峰,平均稀释度比弱波作用下更为显著。因此,在强波浪作用下,由于水动力增大,出水的稀释度预计会显著。为了更好地理解波浪交叉流环境中浮力射流的稀释过程,推导了稀释方程。利用该方程确定了射流速度比、波流速度比和斯特劳哈尔数对最小射流稀释的影响。结果表明,波浪和浮力在污水排放中的作用是显著的。
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引用次数: 1
Evaluation of IMERG, TMPA, ERA5, and CPC precipitation products over mainland China: Spatiotemporal patterns and extremes 中国大陆IMERG、TMPA、ERA5和CPC降水产物的时空模式和极值评估
IF 4 Q1 WATER RESOURCES Pub Date : 2023-03-01 DOI: 10.1016/j.wse.2022.05.001
Shan-hu Jiang , Lin-yong Wei , Li-liang Ren , Lin-qi Zhang , Meng-hao Wang , Hao Cui

A comprehensive assessment of representative satellite-retrieved (Integrated Multi-satellite Retrievals for Global Precipitation Measurement (IMERG) and Tropical Rainfall Measuring Mission Multi-satellite Precipitation Analysis (TMPA)), reanalysis-based (fifth generation of atmospheric reanalysis by the European Centre for Medium Range Weather Forecasts (ERA5)), and gauge-estimated (Climate Prediction Center (CPC)) precipitation products was conducted using the data from 807 meteorological stations across mainland China from 2001 to 2017. Error statistical metrics, precipitation distribution functions, and extreme precipitation indices were used to evaluate the quality of the four precipitation products in terms of multi-timescale accuracy and extreme precipitation estimation. When the timescale increased from daily to seasonal scales, the accuracy of the four precipitation products first increased and then decreased, and all products performed best on the monthly timescale. Their accuracy ranking in descending order was CPC, IMERG, TMPA, and ERA5 on the daily timescale and IMERG, CPC, TMPA, and ERA5 on the monthly and seasonal timescales. IMERG was generally superior to its predecessor TMPA on the three timescales. ERA5 exhibited large statistical errors. CPC provided stable estimated values. For extreme precipitation estimation, the quality of IMERG was relatively consistent with that of TMPA in terms of precipitation distribution and extreme metrics, and IMERG exhibited a significant advantage in estimating moderate and heavy precipitation. In contrast, ERA5 and CPC exhibited poor performance with large systematic underestimation biases. The findings of this study provide insight into the performance of the latest IMERG product compared with the widely used TMPA, ERA5, and CPC datasets, and points to possible directions for improvement of multi-source precipitation data fusion algorithms in order to better serve hydrological applications.

基于再分析(欧洲中期天气预报中心(ERA5)的第五代大气再分析)的代表性卫星检索(全球降水测量综合多卫星检索(IMERG)和热带降雨测量任务多卫星降水分析(TMPA))的综合评估;利用2001 - 2017年中国大陆807个气象站的数据,进行了气候预测中心(CPC)降水产品的计量估算。利用误差统计指标、降水分布函数和极端降水指数对4种降水产品的多时间尺度精度和极端降水估计质量进行了评价。当时间尺度从日尺度增加到季节尺度时,4种降水产品的精度均呈现先上升后下降的趋势,且均在月尺度上表现最好。其准确度在日尺度上依次为CPC、IMERG、TMPA、ERA5,在月尺度和季节尺度上依次为IMERG、CPC、TMPA、ERA5。在三个时间尺度上,IMERG总体上优于其前身TMPA。ERA5表现出较大的统计误差。CPC提供稳定的估计值。在极端降水估计中,IMERG在降水分布和极端指标方面与TMPA质量相对一致,在估计中、强降水方面具有显著优势。相比之下,ERA5和CPC表现出较差的表现,存在较大的系统低估偏差。本研究结果为最新IMERG产品与广泛使用的TMPA、ERA5和CPC数据集的性能对比提供了深入的见解,并指出了改进多源降水数据融合算法以更好地服务于水文应用的可能方向。
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引用次数: 7
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