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Precipitation and Co-precipitation01:17

Precipitation and Co-precipitation

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Precipitation and coprecipitation methods can be used to separate a mixture of ions in a solution. In qualitative inorganic analysis, ions that form sparingly soluble precipitates with the same reagent are separated based on the differences in solubility products. For example, consider the separation of Cu(II) and Fe(II) ions by precipitation as insoluble sulfides. First, copper(II) sulfide is precipitated by the addition of acidic H2S, where the dissociation of H2S is suppressed. Adding H2S...
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Design Example: Analyzing Capacity Contours for Flood Risk Assessment01:17

Design Example: Analyzing Capacity Contours for Flood Risk Assessment

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Flood risk assessment involves careful planning and analysis to ensure the safety of communities near water retention structures. Capacity contours are a vital tool in this process, as they illustrate the potential spread of water at specific levels in a given area. In the context of building a bund across a small valley, these contours play a critical role in evaluating the safety of nearby residential areas.In this example, the bund is intended to store stormwater in the valley. The engineers...
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Precipitation Processes01:12

Precipitation Processes

446
The experimental conditions in a gravimetric analysis should be optimized to maximize the particle size and purity of the obtained precipitate. Ideally, the concentration of the precipitating reagent should be low with effective stirring to maintain low relative supersaturation for the growth of large crystals. In homogeneous precipitation, the precipitant is slowly generated by a chemical reaction in the solution to avoid local reagent excesses. For example, urea decomposes gradually to...
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Responses to Drought and Flooding02:41

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Water plays a significant role in the life cycle of plants. However, insufficient or excess of water can be detrimental and pose a serious threat to plants.
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Precipitation Gravimetry01:03

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Precipitation gravimetry is based on converting an analyte into a sparingly soluble precipitate, which is separated by filtration and weighed. An ideal precipitate should be pure, insoluble, of known composition, and easily filtered from the reaction mixture.
In determining nickel by gravimetric analysis, a precipitant of ethanolic dimethylglyoxime is added to a hot nickel salt solution. This is quickly followed by the dropwise addition of dilute ammonia solution until precipitation occurs. A...
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Levels of Use of a GIS01:29

Levels of Use of a GIS

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Geographic Information Systems (GIS) operate across three levels of application, each representing an increasing degree of complexity: data management, analysis, and prediction. These levels reflect the expanding functionality and versatility of GIS technology in handling spatial data for diverse purposes.Data ManagementAt its foundational level, GIS serves as a tool for data management, enabling the input, storage, retrieval, and organization of spatial data. This level is often employed in...
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相关实验视频

Updated: Jun 27, 2025

Watershed Planning within a Quantitative Scenario Analysis Framework
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一个基于支持矢量机器的干旱指数用于区域干旱分析.

Mohammed A Alshahrani1, Muhammad Laiq2, Muhammad Noor-Ul-Amin2

  • 1Department of Mathematics, College of Sciences and Humanities, Prince Sattam Bin Abdulaziz University, 11942, Alkharj, Saudi Arabia.

Scientific reports
|April 29, 2024
PubMed
概括

全球变暖增加了干旱风险. 一个新的基于支持矢量机器的干旱指数 (SVM-DI) 通过减少极端价值影响来改进区域干旱分析,提供更准确的时空特征.

关键词:
干旱分析 干旱分析干旱指数 干旱指数机器学习是机器学习.支持矢量机器的支持矢量机器.

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Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling SAHM
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A Telemetric, Gravimetric Platform for Real-Time Physiological Phenotyping of Plant–Environment Interactions
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相关实验视频

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Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling SAHM
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科学领域:

  • 环境科学 环境科学
  • 气候科学 气候科学
  • 数据科学数据科学数据科学

背景情况:

  • 全球变暖正在增加世界各地干旱风险的频率和强度.
  • 气象数据的空间变化使精确的区域干旱分析变得复杂.
  • 现有的干旱指标可能会因极端值而扭曲,限制其可靠性.

研究的目的:

  • 提高区域干旱特征的准确性和质量.
  • 开发一种新的干旱指标,用于持续监测.
  • 为了减轻极端值对降水数据的影响.

主要方法:

  • 基于支持矢量机器的干旱指数 (SVM-DI) 的开发.
  • 基于SVM的X条图与区域降水总量数据的权重.
  • 使用皮尔森相关性,将SVM-DI与区域标准降雨指数 (RSPI) 进行比较.

主要成果:

  • 与RSPI相比,SVM-DI在相关性方面表现出更明显的区域特征.
  • SVM-DI表现出明显较低的变化系数.
  • 新指数有效地减少了极端值和异常值的影响.

结论:

  • SVM-DI是强有力的区域干旱分析的宝贵工具.
  • 该方法提供了改进的时空干旱特征.
  • 这种方法提高了干旱监测系统的可靠性.