ABoVE:2017 年北极地区大气 CO、CO2 和 CH4 浓度剖面图

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此星光明 发表于 2025/07/04 15:03:12 2025/07/04
【摘要】 ​ ABoVE: Atmospheric Profiles of CO, CO2 and CH4 Concentrations from Arctic-CAP, 2017简介该数据集提供了 2017 年 4 月至 11 月期间北极碳飞机剖面 (Arctic-CAP) 月度采样活动期间阿拉斯加、育空地区和加拿大西北地区的大气一氧化碳 (CO)、二氧化碳 (CO2)、甲烷 (CH4) 和水蒸气浓...

 ABoVE: Atmospheric Profiles of CO, CO2 and CH4 Concentrations from Arctic-CAP, 2017

简介

该数据集提供了 2017 年 4 月至 11 月期间北极碳飞机剖面 (Arctic-CAP) 月度采样活动期间阿拉斯加、育空地区和加拿大西北地区的大气一氧化碳 (CO)、二氧化碳 (CO2)、甲烷 (CH4) 和水蒸气浓度以及气温、气压、相对湿度和风速值的现场机载测量数据。观测结果平均间隔 10 秒,并报告样本数 (N) 和标准差。在六个月的每月活动中,北极-北方脆弱性实验 (ABoVE) 区域上空的飞行包括 25 个垂直剖面,从地表到 6 公里高度,所选位置旨在补充常规长期垂直剖面、遥感数据和地面通量塔测量数据。


这些数据是为北极 CAP 项目收集的,旨在捕捉作为 ABoVE 一部分的北半球高纬度碳循环的空间和时间动态。

摘要

Variable Units/format Description
altitude m.a.s.l. Sample altitude (GPS altitude) in meters above sea level
flight_id YYYYMMDD A unique number identifying each flight. The format is the date in YYYYMMDD on which the flight began. See Table 1.
CH4 nmol per mol Mole fraction of methane in dry air. Average of all measurements made in the time interval. Mole fraction reported in units of nanomole per mol (1e-9 mol per mol of dry air); equivalent to ppb (parts per billion). Fill value: -9999
CH4_nvalue Number of individual measurements used to compute reported value. Fill value: -9
CH4_stdv nmol per mol Standard deviation of all measurements made in the time interval. A value of 0 occurs when nvalue is equal to 1. The mole fraction reported in units of nanomole per mol (1e-9 mol per mol of dry air). Fill value: -9999
CH4_unc nmol per mol Estimated uncertainty of the reported value. May be a single average uncertainty value for the whole dataset. The mole fraction reported in units of nanomole per mol (1e-9 mol per mol of dry air). Fill value: -9999
CO2 umol per mol Mole fraction of carbon dioxide in dry air; average of all measurements made in the time interval. Mole fraction reported in units of micromole per mole (1e-6 mol per mol of dry air); equivalent to ppm (parts per million). Fill value: -9999
CO2_nvalue Number of individual measurements used to compute reported value. Fill value: -9
CO2_stdv umol per mol Standard deviation of all measurements made in the time interval. A value of 0 occurs when nvalue is equal to 1. The mole fraction reported in units of micromole per mole (1e-6 mol per mol of dry air); equivalent to ppm (parts per million). Fill value: -9999
CO2_unc umol per mol Estimated uncertainty of the reported value. May be a single average uncertainty value for the whole dataset. The mole fraction reported in units of micromole per mole (1e-6 mol per mol of dry air); equivalent to ppm (parts per million).Fill value: -9999
CO nmol per mol Mole fraction of carbon monoxide in dry air; average of all measurements made in the time interval. Mole fraction reported in units of nanomole per mol (1e-9 mol per mol of dry air); equivalent to ppb (parts per billion).
CO_nvalue Number of individual measurements used to compute reported value. Fill value: -9
CO_stdv nmol per mol Standard deviation of all measurements made in the time interval. A value of 0 occurs when nvalue is equal to 1. The mole fraction reported in units of nanomole per mol (1e-9 mol per mol of dry air). Fill value: -9999
CO_unc nmol per mol Estimated uncertainty of the reported value. May be a single average uncertainty value for the whole dataset. The mole fraction reported in units of nanomole per mol (1e-9 mol per mol of dry air). Fill value: -9999
H2O % Water vapor; Average of all measurements made in the time interval. Fill value: -9999
H20_nvalue Number of individual measurements used to compute reported value. Fill value: -9
H20_stdv % Standard deviation of all measurements made in the time interval. A value of 0 occurs when nvalue is equal to 1. Fill value: -9999
H2O_unc % Estimated uncertainty of the reported value. May be a single average uncertainty value for the whole dataset
latitude Decimal degrees Latitude at which air sample was collected
longitude Decimal degrees Longitude at which air sample was collected
T Degrees K Air temperature from the Vaisala instrument; average of all measurements made in the time interval. Not calibrated
T_nvalue Number of individual measurements used to compute reported value. Fill value: -9
T_stdv Degrees K Standard deviation of all measurements made in the time interval. A value of 0 occurs when nvalue is equal to 1
T_unc Degrees K Estimated uncertainty of the reported value. May be a single average uncertainty value for the whole dataset. Fill value: -9999
P Pa Air pressure; average of all measurements made in the time interval. Not calibrated. Measuring instrument: Picarro G2401
P_nvalue Pa Number of individual measurements used to compute reported value. Fill value: -9
P_stdv Pa Standard deviation of all measurements made in the time interval. A value of 0 occurs when nvalue is equal to 1. Fill value: -9999
P_unc Pa Estimated uncertainty of the reported value. May be a single average uncertainty value for the whole dataset. Fill value: -9999
profile_id A unique integer greater than 0 for each profile on each flight number; a value of 0 means that those data are not part of a profile 
RH % Relative humidity; average of all measurements made in the time interval. Not calibrated
RH_nvalue % Number of individual measurements used to compute reported value. Fill value: -9
RH_stdv % Standard deviation of all measurements made in the time interval. A value of 0 occurs when nvalue is equal to 1. Fill value: -9999
RH_unc % Estimated uncertainty of the reported value. May be a single average uncertainty value for the whole dataset. Fill value: -9999
time seconds since 1970-01-01T00:00:00Z Number of seconds since January 1, 1970 in UTC. Time-averaged values are reported at the beginning of the averaging interval 
time_components YMDHMS Calendar time components as integers. Times and dates are UTC. Time-averaged values are reported at the beginning of the averaging interval. Provided in the order: year, month, day, hour, minute, second  
time_decimal Decimal year in UTC. Time-averaged values are reported at the beginning of the averaging interval 
u m/s Eastward wind (Aspen instrument); Average of all measurements made in the time interval. Aircraft calibrated. Fill value: -9999
u_nvalue m/s Number of individual measurements used to compute reported value. Fill value: -9
u_stdv m/s Standard deviation of all measurements made in the time interval. A value of 0 occurs when nvalue is equal to 1. Fill value: -9999
u_unc m/s Estimated uncertainty of the reported value. May be a single average uncertainty value for the whole dataset. Fill value: -9999
v m/s Northward wind (Aspen instrument); Average of all measurements made in the time interval. Aircraft calibrated. Fill value: -9999
v_nvalue m/s Number of individual measurements used to compute reported value. Fill value: -9
v_stdv m/s Standard deviation of all measurements made in the time interval. A value of 0 occurs when nvalue is equal to 1. Fill value: -9999
v_unc m/s Estimated uncertainty of the reported value. May be a single average uncertainty value for the whole dataset. Fill value: -9999

代码

!pip install leafmap
!pip install pandas
!pip install folium
!pip install matplotlib
!pip install mapclassify
 
import pandas as pd
import leafmap
 
url = "https://github.com/opengeos/NASA-Earth-Data"
df = pd.read_csv(url, sep="\t")
df
 
leafmap.nasa_data_login()
 
 
results, gdf = leafmap.nasa_data_search(
    short_name="ABoVE_Arctic_CAP_1658",
    cloud_hosted=True,
    bounding_box=(-166.04, 40.04, -104.11, 71.29),
    temporal=("2017-04-26", "2017-11-05"),
    count=-1,  # use -1 to return all datasets
    return_gdf=True,
)
 
 
gdf.explore()
 
#leafmap.nasa_data_download(results[:5], out_dir="data")


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