nasa数据集——1 度网格单元的全球月度土壤湿度统计数据

news2025/10/31 22:46:25

AMSR-E/Aqua level 3 global monthly Surface Soil Moisture Averages V005 (AMSRE_AVRMO) at GES DISC

GES DISC 的 AMSR-E/Aqua 第 3 级全球地表土壤水分月平均值 V005 (AMSRE_AVRMO)

AMSR-E/Aqua level 3 global monthly Surface Soil Moisture Standard Deviation V005 (AMSRE_STDMO) at GES DISC

GES DISC 的 AMSR-E/Aqua 第 3 级全球每月地表土壤水分标准偏差 V005 (AMSRE_STDMO)

简介

该数据集包含 1 乘 1 度网格单元的全球月度土壤湿度统计数据（标准偏差）。数据来源是 AMSR-E 每日土壤水分估算值（AE_Land3.002：AMSR-E/Aqua Daily L3 Surface Soil Moisture, Interpretive Parameters, QC EASE-Grids.第 2 版）。数据集涵盖的时间段为 2002-10-01 至 2011-09-30。

- **📊 数据集简介** 该数据集包含1x1度网格单元的全球月表面土壤湿度统计数据（标准偏差），数据来源为AMSR-E每日。[来源](https://monica.im/s/CuNBYiSw6n)

- **🌍 数据来源** 该数据集为AMSR-E/Aqua级别3全球月表面土壤湿度标准偏差V005（AMSRE_STDMO）在GES DISC的数据。数据包含全球月表面土壤湿度统计数据。[来源](https://monica.im/s/CuNBYiT4cr)

核心

Publisher	NASA/GSFC/SED/ESD/GCDC/GESDISC
Contact Name	PETER ROMANOV, PHD
Contact Email	mailto:Peter.Romanov@noaa.gov
Bureau Code	026:00
Program Code	026:001
Public Access Level	public
Geographic Coverage	-180.0 -90.0 180.0 90.0
Temporal Applicability	2002-10-01T00:00:00Z/2011-09-30T23:59:59.999Z
Theme	NEESPI NASA, geospatial
Language	en-US
Homepage	GES DISC
Issued	2009-03-10T00:00:00.000Z
Unique Identifier	C1239898009-GES_DISC
Last Update	2011-09-30T00:00:00.000Z

共同核心扩展

citation	NEESPI Data Center Project. 2002-07-01. AMSRE_STDMO. Version 005. AMSR-E/Aqua level 3 global monthly Surface Soil Moisture Standard Deviation V005. Greenbelt, MD, USA. AMSRE_STDMO. Archived by National Aeronautics and Space Administration, U.S. Government, Goddard Earth Sciences Data and Information Services Center (GES DISC). GES DISC. GES DISC. Digital Science Data.
creator	NEESPI Data Center Project
data-presentation-form	Digital Science Data
graphic-preview-description	Sample image of AMSR-E global monthly soil moisture standard deviation at 1x1 degree, Jan 2010
graphic-preview-file	https://docserver.gesdisc.eosdis.nasa.gov/public/project/Images/AMSRE_STDMO_005.png
issue-identification	AMSRE_STDMO
release-place	Greenbelt, MD, USA
series-name	AMSRE_STDMO

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="AMSRE_AVRMO",
    cloud_hosted=True,
    bounding_box=(-180, -90, 180, 90),
    temporal=("2002-10-01", "2011-09-30"),
    count=-1,  # use -1 to return all datasets
    return_gdf=True,
)
 
 
gdf.explore()
 
#leafmap.nasa_data_download(results[:5], out_dir="data")

引用

NEESPI Data Center Project. 2002-07-01. AMSRE_STDMO. Version 005. AMSR-E/Aqua level 3 global monthly Surface Soil Moisture Standard Deviation V005. Greenbelt, MD, USA. AMSRE_STDMO. Archived by National Aeronautics and Space Administration, U.S. Government, Goddard Earth Sciences Data and Information Services Center (GES DISC). GES DISC. GES DISC. Digital Science Data.