浙江省荷花芯矿场环境质量分析数据

通过分析荷花芯矿场的综合环境质量指数，高EQI提示需要采取减污措施，低EQI则表示环境管理得当，为环保监管提供了量化评估工具，以符合国家或地方的环保标准，实现经济效益与环境保护的和谐共生。（1）数据采集：采集荷花芯矿场不同区域的温度、湿度、风速、噪音、PM2.5、PM10和总悬浮颗粒数等数据。
（2）数据处理：先将采集到数据从办公区域、道路和采矿场地这三个不同区域的数据进行标准化处理，然后根据不同参数对于环境质量的重要程度进行权重分配，然后利用以下公式计算整个矿场综合的环境质量指数（EQI），计算公式为：
针对每个参数，计算其在整个矿场范围内的最小值和最大值，然后标准化每个参数值到0-1区间内。
量值标准化公式：βi=100*(Ai-MINAi)/(MAXAi-MINAi)，βi分别表示温度、湿度、风速、噪音、PM2.5、PM10和总悬浮颗粒数的不同参数；Ω=AVERAGE(0.05*β1+0.05*β2+0.1β3+0.25*β4+0.25*β5+0.2*β6+0.1*β7），Ω1-3代表的不同区域的环境质量指数，EQI=AVERAGE(Ω1，Ω2，Ω3)
（3）应用场景：EQI为环保监管提供了量化的评估工具，通过量化监测，预防环境风险，减少法律与健康成本，提升企业形象 ，助力可持续性发展，实现经济效益与环境保护的和谐共生。

By analyzing the Comprehensive Environmental Quality Index (EQI) of the Lotus Core Mine, a high EQI indicates the need for pollution mitigation measures, while a low EQI signifies proper environmental management. This provides a quantitative assessment tool for environmental supervision, enabling compliance with national or local environmental protection standards and achieving the harmonious coexistence of economic benefits and environmental protection.

(1) Data Collection: Collect data including temperature, humidity, wind speed, noise, PM2.5, PM10 and total suspended particulates (TSP) from different areas of the Lotus Core Mine.

(2) Data Processing: First, standardize the collected data from three distinct regions: office areas, roads and mining sites. Then, assign weight coefficients based on the relative importance of each parameter to environmental quality. Next, calculate the overall mine's Comprehensive Environmental Quality Index (EQI) using the following steps:
1. For each parameter, calculate its minimum and maximum values across the entire mine, then normalize each parameter value to the 0-1 interval.
Normalization formula: $eta_i = 100 imes frac{A_i - MINA_i}{MAXA_i - MINA_i}$, where $eta_i$ represents the seven parameters including temperature, humidity, wind speed, noise, PM2.5, PM10 and total suspended particulates (TSP).
2. Calculate the regional environmental quality index for each of the three regions: $Omega = ext{AVERAGE}(0.05 imeseta_1 + 0.05 imeseta_2 + 0.1 imeseta_3 + 0.25 imeseta_4 + 0.25 imeseta_5 + 0.2 imeseta_6 + 0.1 imeseta_7)$, where $Omega_1$, $Omega_2$ and $Omega_3$ respectively represent the environmental quality indexes of the office area, road area and mining site.
3. Calculate the final overall mine EQI: $ ext{EQI} = ext{AVERAGE}(Omega_1, Omega_2, Omega_3)$

(3) Application Scenarios: EQI serves as a quantitative assessment tool for environmental supervision. Through quantitative monitoring, it helps prevent environmental risks, reduce legal and health costs, enhance corporate image, promote sustainable development, and achieve the harmonious coexistence of economic benefits and environmental protection.

搜集汇总

数据集介绍

特点

该数据集详细记录了浙江省荷花芯矿场不同区域的环境监测数据，包括温度、湿度、风速、噪音、PM2.5等参数，并通过计算环境质量指数（EQI）为环保监管提供量化评估工具，助力实现经济效益与环境保护的和谐共生。