LBA-ECO CD-02 Carbon and Oxygen Isotopes in Atmospheric CO2 in the Amazon: 1999-2004
简介
该数据集报告了在亚马逊流域多个森林和牧场以及自由对流层收集的大气二氧化碳 (CO2) 的碳氧稳定同位素比值。该数据集包含三个以逗号分隔的 ASCII 文件。
1999 年 3 月至 2004 年 3 月期间,在巴西亚马逊地区的亚马逊州、帕拉州和朗多尼亚州的十个不同的森林和牧场冠层地点测量了大气中的二氧化碳浓度和同位素特征。收集了白天和夜间剖面样本。
2003 年 5 月(雨季),飞机在亚马逊河/塔帕若斯河、FLONA 塔帕若斯河以及牧场/农业区上空飞行了五天,采集了对流层二氧化碳样本。对样本进行了大气二氧化碳碳氧同位素分析。飞行高度范围从低空到昼夜对流层边界层以上。
测量大气中二氧化碳 (CO2) 的碳氧稳定同位素比值,是跨多个空间尺度监测陆地大规模二氧化碳交换的有力指标。叶片组织和呼吸作用释放的二氧化碳的稳定碳同位素组成 (delta r) 可用于估算生态系统同位素鉴别的变化,这种变化是由于环境条件的季节性变化和年际变化以及土地利用变化(森林-牧场转化)而发生的。了解二氧化碳稳定同位素组成,对于我们理解陆地生态系统的碳汇作用程度至关重要。
摘要
File #1: CD02_Stable_Isotope_Air_Forest.csv
Column Heading Units/format Description
1 Region Sampling region
2 Site Sampling site
3 Longitude degrees Location in decimal degrees
4 Latitude degrees Location in decimal degrees
5 Ecosystem Ecosystem vegetation type: Forest
6 Year YYYY Sampling year
7 Month MM Sampling month
8 Time HHMM Sampling time 24 hour clock (local time)
9 Height meters Sampling height in meters (m)
10 CO2_conc ppm Atmospheric CO2 concentration, measured with Licor 6200 in the field or a Licor 6252 in the field
11 Inverse_CO2_conc 1/ppm Calculated inverse of atmospheric CO2 concentration
12 delta_13C parts per mil Isotopic ratio of 13C/12C in carbon dioxide referenced to PDB, measured with continuous flow on Finigan Delta Plus at CENA
13 delta_18O parts per mil Isotopic ratio of 18O/16O in carbon dioxide referenced to SMOW, measured with continuous flow on Finigan Delta Plus at CENA
Note: 9999 indicates missing data (note this value is used rather than the more common -9999 due to the large number of negative values for delta variables)
Sampling year, month, and time only are reported; no sampling day is provided.
File #2: CD02_Stable_Isotope_Air_Pasture.csv
Column Heading Units/format Description
1 Region Sampling region
2 Site Sampling site
3 Longitude degrees Location in decimal degrees
4 Latitude degrees Location in decimal degrees
5 Ecosystem Ecosystem vegetation type: Pasture
6 Year YYYY Sampling year
7 Month MM Sampling month
8 Time HHMM Sampling time 24 hour clock (local time)
9 Height meters Sampling height in meters (m)
110 CO2_conc ppm Atmospheric CO2 concentration, measured with Licor 6200 in the field or a Licor 6252 in the field
11 Inverse_CO2_conc 1/ppm Calculated inverse of atmospheric CO2 concentration
12 delta_13C parts per mil Isotopic ratio of 13C/12C in carbon dioxide referenced to PDB, measured with continuous flow on Finigan Delta Plus at CENA
13 delta_18O parts per mil Isotopic ratio of 18O/16O in carbon dioxide referenced to SMOW, measured with continuous flow on Finigan Delta Plus at CENA
Note: 9999 indicates missing data ( note this value is used rather than the more common -9999 due to the large number of negative values for delta variables)
Sampling year, month, and time only are reported; no sampling day is provided.
File #3: CD02_Stable_Isotope_Air_Troposphere.csv
Column Heading Units/format Description
1 Row Row number
2 Flask_ID Identification number for each air sample flask
3 Local_time HH:MM:SS Time (HH:MM:SS) of sampling in local time (GMT -4)
4 Flight_time Duration of flight in minutes
5 Date YYYYMMDD Sample date (YYYYMMDD)
6 GPS_date YMMDD Date (YMMDD) recorded by GPS
7 GPS_time HHMMSS Time (HHMMSS) recorded by GPS unit in GMT time
9 Latitude degrees Sampling latitude in decimal degrees
9 Longitude degrees Sampling longitude in decimal degrees
11 Altitude masl Sampling altitude in meters above sea level
11 Theta K Potential temperature calculated in degrees Kelvin
12 Atm_press pa Atmospheric pressure measured in Pascals
13 CO2_ref ppm Measured CO2 concentration in parts per million for the reference cell of the Licor IRGA
14 CO2_sample ppm Measured CO2 concentration in parts per million for the sample cell of the Licor IRGA
15 RH_outside % Relative humidity (%) measured outside the window of plane
16 T_outside degrees C Temperature in degrees C measured outside the window of the plane
17 CO2_calc ppm Atmospheric CO2 concentration in parts per million calculated from Licor measurements =CO2_ref-CO2_sample+350.3
18 Comment Observation on the flight
19 Flask_CO2 ppm CO2 concentration in sample flasks, expressed as parts per million, measured independently in the lab
20 Delta_13C per mil Isotopic ratio of 13C/12C in carbon dioxide per mil from flasks referenced to PDB, measured with continuous flow on Finigan Delta Plus at CENA
21 Delta_18O per mil Isotopic ratio of 18O/16O in carbon dioxide per mil from flasks referenced to SMOW, measured with continuous flow on Finigan Delta Plus at CENA
Missing data values are represented by 9999
Site boundaries:
(All latitude and longitude given in decimal degrees)
Site (Region) Westernmost Longitude Easternmost Longitude Northernmost Latitude Southernmost Latitude Geodetic Datum
Rondonia - Fazenda Nossa Senhora Pasture -62.3572 -62.3572 -10.7618 -10.7618 World Geodetic System, 1984 (WGS-84)
Amazonas (Manaus) - ZF2 km 34 (Amazonas (Manaus)) -60.20910 -60.00000 -2.50000 -2.60900 World Geodetic System, 1984 (WGS-84)
Para Western (Santarem) - km 67 Primary Forest Tower Site (Para Western (Santarem)) -54.95900 -54.95900 -2.85700 -2.85700 World Geodetic System, 1984 (WGS-84)
Para Western (Santarem) - km 67 Seca-Floresta Site
(Para Western (Santarem)) -55.00000 -55.00000 -2.75000 -2.75000 World Geodetic System, 1984 (WGS-84)
Para Western (Santarem) - km 83 Logged Forest Tower Site (Para Western (Santarem)) -54.97070 -54.97070 -3.01700 -3.01700 World Geodetic System, 1984 (WGS-84)
Para Western (Santarem) - km 77 Pasture Tower Site
(Para Western (Santarem)) -54.88850 -54.88850 -3.02020 -3.02020 World Geodetic System, 1984 (WGS-84)
Para Western (Santarem) - Mojui
(Para Western (Santarem)) -54.57917 -54.57917 -2.76667 -2.76667 World Geodetic System, 1984 (WGS-84)
Amazonas (Manaus) - ZF2 km 14 (Amazonas (Manaus)) -60.11520 -60.11520 -2.58900 -2.58900 World Geodetic System, 1984 (WGS-84)
Amazonas (Manaus) - ZF3 Fazenda Dimona
(Amazonas (Manaus)) -59.00000 -59.00000 -2.00000 -2.00000 World Geodetic System, 1984 (WGS-84)
Rondonia - Jaru Biological Reserve Tower A (Rondonia) -61.93090 -61.93090 -10.08320 -10.08320 World Geodetic System, 1984 (WGS-84)
Para Western (Santarem) - km 117 Tower Site
(Para Western (Santarem)) -56.00000 -56.0000 -1.0000 -1.0000 World Geodetic System, 1984 (WGS-84)
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="CD02_Atmosphere_CO2_Isotopes_1011",
cloud_hosted=True,
bounding_box=(-62.36, -10.76, 54.58, 1.0),
temporal=("1999-03-01", "2004-03-31"),
count=-1, # use -1 to return all datasets
return_gdf=True,
)
gdf.explore()
leafmap.nasa_data_download(results[:5], out_dir="data")
引用
Ehleringer, J., L.A. Martinelli, C. Cook, T.F. Domingues, L. Flanagan, J. Berry, and J.P. Ometto. 2011. LBA-ECO CD-02 Carbon and Oxygen Isotopes in Atmospheric CO2 in the Amazon: 1999-2004. Data set. Available on-line [http://daac.ornl.gov] from Oak Ridge National Laboratory Distributed Active Archive Center, Oak Ridge, Tennessee, U.S.A.