​LBA-ECO CD-05 Soil VWC and Meteorology, Rainfall Exclusion, Tapajos National Forest

简介

本数据集报告了在巴西塔帕若斯国家森林 67 公里处的塞卡弗洛雷斯塔站进行的土壤湿度（以体积含水量 (VWC) 表示）、日降水量、气温、相对湿度和露点测量数据。这些测量数据是降雨排除实验 (REE) 的一部分，该实验旨在研究亚马逊湿润森林对严重干旱的响应。

从 1999 年到 2007 年，我们用连续高分辨率频域反射仪对两块 1 公顷地块的 VWC 进行了测量，深度达 11 米。其中一块地块在雨季被排除了约 75% 的穿透雨（排除），另一块地块则在正常条件下进行监测（对照）。

1999 年至 2006 年间，使用楔形雨量计测量了对照地块和附近空地的每日降水量。

2000年至2003年间，沿着该地点的对照地块和干燥地块的垂直森林剖面测量了空气温度、相对湿度和露点。

此数据集有三个以逗号分隔的数据文件 (.csv)。

摘要

File 1: VWC_REE_plots_1999_2007.csv.  Samples were collected from May 17, 1999 through April 20, 2007.

File 2: Rainfall_REE_plots_1999_2006.csv. Samples were collected from January 1, 1999, through January 31, 2006.

File 3: Temp_RH_REE_plots_2000_2003.csv. Samples were collected from 2000 through August 2003. Note that there are nearly 515,000 observations in this 30-MB file.

Site boundaries: (All latitude and longitude given in decimal degrees)

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/raw/main/nasa_earth_data.tsv"
df = pd.read_csv(url, sep="\t")
df
 
leafmap.nasa_data_login()
results, gdf = leafmap.nasa_data_search(
    short_name="CD05_Micromet_1169",
    cloud_hosted=True,
    bounding_box=(-54.97, -3.02, -54.96, -2.75),
    temporal=("2000-06-01", "2006-02-28"),
    count=-1,  # use -1 to return all datasets
    return_gdf=True,
)
gdf.explore()
 
#leafmap.nasa_data_download(results[:5], out_dir="data")

引用

Silver, W. L., et al., (2000). Effects of soil texture on belowground carbon and nutrient storage in a lowland Amazonian forest ecosystem, Ecosystems, 3, 193-209. doi:10.1007/s100210000019

Nepstad,D.C., P. Moutinho, M. B. Dias-Filho, E. Davidson, G. Cardinot, D. Markewitz, R. Figueiredo, N. Vianna, J. Chambers, D. Ray, J. B. Guerreiros, P. Lefebvre, L. Sternberg, M. Moreira, L. Barros, F. Y. Ishida, I. Tohlver, E. Belk, K. Kalif, K. Schwalbe. 2002. The effects of partial throughfall exclusion on canopy processes, aboveground production, and biogeochemistry of an Amazon forest. Journal of Geophysical Research 107:8085

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