肝移植碳足迹和能源消耗数据表2
肝移植碳足迹与能耗研究的Data Sheet 2表格数据,涉及能耗、麻醉剂、固体废物、输血及CO2e换算。

基本信息
资源简介
肝移植碳足迹和能源消耗数据表2
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 890.55 KB,主题涵盖 liver transplantation、carbon footprint、greenhouse gas emissions、CO2、pollution,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Data Sheet 2_The carbon footprint and energy consumption of liver transplantation.xlsx》。配套论文《The Carbon Footprint of Organ Transplantation in the USA》发表于 Current Transplantation Reports(2024),DOI:10.1007/s40472-023-00424-2。源站首次发布:2025-01-06。
【数据内容】
源站原始描述:Background and aimsThere is growing interest in the environmental impact of surgical procedures, yet more information is needed specifically regarding liver transplantation. This study aims to quantify the total greenhouse gas emissions, or carbon footprint, associated with adult whole-size liver transplantation from donors after brain death, including the relevant back-table graft preparation. MethodsThe carbon footprint was calculated retrospectively using a bottom-up approach. This approach s…
【数据结构与技术规格】
文件数 1 个,合计 890.55 KB。Data Sheet 2_The carbon footprint and energy consumption of liver transplantation.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,890.55 KB。数据集 DOI:10.3389/frtra.2024.1441928.s002。
【主题与分类】
源站学科分类:Surgery。主题标签:liver transplantation、carbon footprint、greenhouse gas emissions、CO2、pollution、global warming、energy consumption。
【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://frontiersin.figshare.com/articles/dataset/Data_Sheet_2_The_carbon_footprint_and_energy_consumption_of_liver_transplantation_xlsx/28141004
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:De Simone, Paolo; Lai, Quirino; Ducci, Juri; Campani, Daniela; Biancofiore, Giandomenico (2025). Data Sheet 2_The carbon footprint and energy consumption of liver transplantation.xlsx. Frontiers. Dataset
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:Data Sheet 2_The carbon footprint and energy consumption of liver transplantation.xlsx
- DOI:10.3389/frtra.2024.1441928.s002
- 发布日期:2025-01-06
- 文件数:1 个
- 文件总体积:890.55 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_2_The_carbon_footprint_and_energy_consumption_of_liver_transplantation_xlsx/28141004
命令行下载
curl -L -o "Data Sheet 2_The carbon footprint and energy consumption of liver transplantation.xlsx" "https://ndownloader.figshare.com/files/51493697"
文件清单
Data Sheet 2_The carbon footprint and energy consumption of liver transplantation.xlsx(890.55 KB)
文件总体积 890.55 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
Background and aimsThere is growing interest in the environmental impact of surgical procedures, yet more information is needed specifically regarding liver transplantation. This study aims to quantify the total greenhouse gas emissions, or carbon footprint, associated with adult whole-size liver transplantation from donors after brain death, including the relevant back-table graft preparation.
MethodsThe carbon footprint was calculated retrospectively using a bottom-up approach. This approach sums the volumes of energy consumption (kWh), volatile anesthetics (ml), solid waste (kg), and units of blood products transfused for each transplant. These consumption values were converted using validated conversion factors to the equivalent mass of carbon dioxide released into the environment (kg CO2e).
ResultsA total of 147 patients with a mean age of 55 years (male, 78.9%) who underwent liver transplants between 2021 and 2022 were analyzed, resulting in 45.5 tons CO2e. The mean (SD) carbon footprint for each procedure was 309.8 (33.2) kg CO2e [95% CI: 304.4; 315.3]. Total energy power consumption was 96.5 MW, contributing 65.4% of greenhouse emissions (29.8 tons CO2e), while volatile anesthetics, solid waste, and blood product transfusions contributed 8.0% (3.64 tons CO2e), 5.9% (2.7 tons CO2e), and 20.6% (9.4 tons CO2e), respectively. The duration of surgery (t = 29.0; p Liver transplantation requires significant energy and is associated with considerable greenhouse gas emissions, particularly during longer procedures. Transplant clinicians, hospital administrators, policymakers, and patients should be aware of the environmental impact of liver transplantation and collaborate to adopt sustainable energy practices.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/frtra.2024.1441928.s002(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_2_The_carbon_footprint_and_energy_consumption_of_liver_transplantation_xlsx/28141004)。
数据缺失?
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