全球河流分类(GloRiC)为HydroRIVERS数据库中的所有河段提供河流类型和子分类

举报
此星光明 发表于 2023/03/21 17:48:28 2023/03/21
【摘要】 ​全球河流分类(GloRiC)全球河流分类(GloRiC)为HydroRIVERS数据库中的所有河段提供河流类型和子分类。GloRiC是利用HydroRIVERS的河网划分,结合HydroATLAS数据库的水文环境特征和辅助信息而开发的。https://www.cbedai.net/xgGloRiC的1.0版本提供了水文、生理气候和地貌的子分类,以及每个河段的综合河道类型,因此总共有127个...

全球河流分类(GloRiC)
全球河流分类(GloRiC)为HydroRIVERS数据库中的所有河段提供河流类型和子分类。GloRiC是利用HydroRIVERS的河网划分,结合HydroATLAS数据库的水文环境特征和辅助信息而开发的。

https://www.cbedai.net/xg

GloRiC的1.0版本提供了水文、生理气候和地貌的子分类,以及每个河段的综合河道类型,因此总共有127个河段类型。它还提供了一个k-means统计聚类,将河段分为30组。该数据集包括850万条河道,总长度为3590万公里。

你可以在这里找到整体技术文件,在这里找到GloRiC加拿大的技术信息

https://data.hydrosheds.org/file/technical-documentation/GloRiC_TechDoc_v10.pdf

https://data.hydrosheds.org/file/technical-documentation/GloRiC_Canada_TechDoc_v10.pdf 

预处理
除了全球版本的GloRiC,还有一个加拿大的区域版本,即GloRiC-Canada,它遵循同样的分类原则,但有加拿大特有的调整。GloRiC-Canada将加拿大的所有河段分为23种类型。

免责声明:数据集的全部或部分描述是由作者或其作品提供的。

参考文献

Ouellet Dallaire, C., Lehner, B., Sayre, R., Thieme, M. (2019). A multidisciplinary framework to derive global river reach classifications at high spatial resolution. Environmental Research Letters, 14(2): 024003. https://doi.org/10.1088/1748-9326/aad8e9

Ouellet Dallaire, C., Lehner, B., Creed, I. (2020): Multidisciplinary classification of Canadian river reaches to support the sustainable management of freshwater systems. Canadian Journal of Fisheries and Aquatic Sciences, 77(2): 326–341. https://doi.org/10.1139/cjfas-2018-0284
 

代码:

var gloric = ee.FeatureCollection("projects/sat-io/open-datasets/GloRiC/GloRiC_v10");
var gloric_canada = ee.FeatureCollection("projects/sat-io/open-datasets/GloRiC/GloRiC_Canada_v10");
Column Description
Reach_ID Unique identifier (ID) for every river reach Note: the first digit identifies the region/continent: 1: Africa; 2: Europe; 3: Siberia; 4: Asia; 5: Australia & Oceania; 6: South America; 7: North America; 8: American Arctic; 9: Greenland
Next_down ID of next downstream river reach Note: the next downstream ID can be used to trace the river network by navigating from reach to reach. Values of 0 indicate reaches with no further downstream connection (pour points).
Length_km Length of individual river reach [km]
Log_Q_avg Log-10 of long-term average discharge [m3 /sec]
Log_Q_var Log-10 of flow regime variability
Class_hydr Classes of hydrologic sub-classification (15 classes)
Temp_min Long-term average of the minimum air temperature of the coldest month [degrees Celsius]
CMI_indx Climate Moisture Index
Log_elev Log-10 of average elevation of the reach [meters a.s.l.]
Class_phys Classes of physio-climatic sub-classification (24 classes)
Lake_wet Lake or wetland influence [binary: 0 = no; 1 = yes]
Stream_pow Total stream power [kW/m2 ]
Class_geom Classes of geomorphic sub-classification (127 classes)
Reach_type Combined river reach type (4 classes)
Kmeans_30 Classes of k-means statistical clustering (30 classes)

代码链接:https://code.earthengine.google.com/?scriptPath=users/sat-io/awesome-gee-catalog-examples:hydrology/GLOBAL-RIVER-CLASSIFICATION(GLORIC)

License

The data is licensed under a Creative Commons Attribution 4.0 International License (see section 4). By downloading and using the data the user agrees to the terms and conditions of this license.

Created by: Ouellet Dallaire, C., Lehner, B., Sayre, R., Thieme, M. & Schmitt, O

Curated by: Samapriya Roy

Keywords: water,hydrology, rivers, discharge, depth, volume, area, gloric

Last updated: 2022-07-09

https://www.cbedai.net/xg

【版权声明】本文为华为云社区用户原创内容,转载时必须标注文章的来源(华为云社区)、文章链接、文章作者等基本信息, 否则作者和本社区有权追究责任。如果您发现本社区中有涉嫌抄袭的内容,欢迎发送邮件进行举报,并提供相关证据,一经查实,本社区将立刻删除涉嫌侵权内容,举报邮箱: cloudbbs@huaweicloud.com
  • 点赞
  • 收藏
  • 关注作者

评论(0

0/1000
抱歉,系统识别当前为高风险访问,暂不支持该操作

全部回复

上滑加载中

设置昵称

在此一键设置昵称,即可参与社区互动!

*长度不超过10个汉字或20个英文字符,设置后3个月内不可修改。

*长度不超过10个汉字或20个英文字符,设置后3个月内不可修改。