紧急环境中疾病传播风险最小化:病原体医院废水原位物理化学消毒数据集
提供在霍乱等传染病爆发环境下,通过高/低pH消毒医院废水的实验数据,有效去除病原体和污染物,降低疾病传播风险。

基本信息
资源简介
紧急环境中疾病传播风险最小化:病原体医院废水原位物理化学消毒数据集
【数据集背景】
本数据集源站标题为《Minimizing the Risk of Disease Transmission in Emergency Settings: Novel In Situ Physico-Chemical Disinfection of Pathogen-Laden Hospital Wastewaters》。配套论文《Minimizing the Risk of Disease Transmission in Emergency Settings: Novel In Situ Physico-Chemical Disinfection of Pathogen-Laden Hospital Wastewaters》发表于 PLOS Neglected Tropical Diseases(2015),DOI:10.1371/journal.pntd.0003776。源站首次发布:2015-06-25。
【数据内容】
源站原始描述:The operation of a health care facility, such as a cholera or Ebola treatment center in an emergency setting, results in the production of pathogen-laden wastewaters that may potentially lead to onward transmission of the disease. The research presented here evaluated the design and operation of a novel treatment system, successfully used by Médecins Sans Frontières in Haiti to disinfect CTC wastewaters in situ, eliminating the need for road haulage and disposal of the waste to a poorly-managed…
【数据结构与技术规格】
文件数 2 个,合计 59.75 KB。S1_Text.pdf:application/pdf,27.15 KB。S2_Text.pdf:application/pdf,32.60 KB。数据集 DOI:10.1371/journal.pntd.0003776。
【主题与分类】
源站学科分类:Uncategorised。主题标签:gt、World Health Organization、emergency、novel treatment system、protocol B、coagulation、disease outbreak settings、ngo、approach、disinfect CTC wastewaters。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。
【获取与许可】
源站页面:https://plos.figshare.com/articles/dataset/Minimizing_the_Risk_of_Disease_Transmission_in_Emergency_Settings_Novel_In_Situ_Physico_Chemical_Disinfection_of_Pathogen_Laden_Hospital_Wastewaters/1464842
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Sozzi, Emanuele; Fabre, Kerline; Fesselet, Jean-François; Ebdon, James E.; Taylor, Huw (2016). Minimizing the Risk of Disease Transmission in Emergency Settings: Novel In Situ Physico-Chemical Disinfection of Pathogen-Laden Hospital Wastewaters. PLOS Neglected Tropical Diseases. Dataset
【使用注意】
· 源站最后修改于 2023-05-30,引用时请注意版本时效。
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
暂未开放当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取(Figshare)
- 源站标题:Minimizing the Risk of Disease Transmission in Emergency Settings: Novel <i>In Situ</i> Physico-Chemical Disinfection of Pathogen-Laden Hospital Wastewaters
- DOI:10.1371/journal.pntd.0003776
- 发布日期:2015-06-25
- 文件数:2 个
- 文件总体积:59.75 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Minimizing_the_Risk_of_Disease_Transmission_in_Emergency_Settings_Novel_In_Situ_Physico_Chemical_Disinfection_of_Pathogen_Laden_Hospital_Wastewaters/1464842
命令行下载
curl -L -o "S1_Text.pdf" "https://ndownloader.figshare.com/files/2150420"
curl -L -o "S2_Text.pdf" "https://ndownloader.figshare.com/files/2150421"
文件清单
S1_Text.pdf(27.15 KB)S2_Text.pdf(32.60 KB)
文件总体积 59.75 KB(源站 API 实测)。
数据加载示例(图像类)
from PIL import Image
import glob, os
files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)
# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path) # 要求 子目录=类别
目录组织与标注格式以源站说明和下载后实际文件为准。
数据说明
The operation of a health care facility, such as a cholera or Ebola treatment center in an emergency setting, results in the production of pathogen-laden wastewaters that may potentially lead to onward transmission of the disease. The research presented here evaluated the design and operation of a novel treatment system, successfully used by Médecins Sans Frontières in Haiti to disinfect CTC wastewaters in situ, eliminating the need for road haulage and disposal of the waste to a poorly-managed hazardous waste facility, thereby providing an effective barrier to disease transmission through a novel but simple sanitary intervention. The physico-chemical protocols eventually successfully treated over 600 m3 of wastewater, achieving coagulation/flocculation and disinfection by exposure to high pH (Protocol A) and low pH (Protocol B) environments, using thermotolerant coliforms as a disinfection efficacy index. In Protocol A, the addition of hydrated lime resulted in wastewater disinfection and coagulation/flocculation of suspended solids. In Protocol B, disinfection was achieved by the addition of hydrochloric acid, followed by pH neutralization and coagulation/flocculation of suspended solids using aluminum sulfate. Removal rates achieved were: COD >99%; suspended solids >90%; turbidity >90% and thermotolerant coliforms >99.9%. The proposed approach is the first known successful attempt to disinfect wastewater in a disease outbreak setting without resorting to the alternative, untested, approach of ‘super chlorination’ which, it has been suggested, may not consistently achieve adequate disinfection. A basic analysis of costs demonstrated a significant saving in reagent costs compared with the less reliable approach of super-chlorination. The proposed approach to in situ sanitation in cholera treatment centers and other disease outbreak settings represents a timely response to a UN call for onsite disinfection of wastewaters generated in such emergencies, and the ‘Coalition for Cholera Prevention and Control’ recently highlighted the research as meriting serious consideration and further study. Further applications of the method to other emergency settings are being
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pntd.0003776(source: https://plos.figshare.com/articles/dataset/Minimizing_the_Risk_of_Disease_Transmission_in_Emergency_Settings_Novel_In_Situ_Physico_Chemical_Disinfection_of_Pathogen_Laden_Hospital_Wastewaters/1464842)。
数据缺失?
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