GEE数据集:全球水文地理90米图层

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此星光明 发表于 2023/03/17 18:19:46 2023/03/17
【摘要】 ​ 水文地理90米图层Hydrography 90层利用MERIT Hydro数字高程模型在3角秒处(赤道90米∼)得出全球无缝、标准化的水文网络,即 "Hydrography90m",以及相应的河流地形和地貌信息。该网络的一个核心特征是最小的上游贡献区,即流量积累,为0.05平方公里(或5公顷),以启动一条河道,这使我们能够非常详细地提取上游河道。前言 – 床长人工智能教程数据验证程序证实...

 水文地理90米图层
Hydrography 90层利用MERIT Hydro数字高程模型在3角秒处(赤道90米∼)得出全球无缝、标准化的水文网络,即 "Hydrography90m",以及相应的河流地形和地貌信息。该网络的一个核心特征是最小的上游贡献区,即流量积累,为0.05平方公里(或5公顷),以启动一条河道,这使我们能够非常详细地提取上游河道。

前言 – 床长人工智能教程

数据验证程序证实,与HydroRIVERS、GRWL和MERIT Hydro-Vector相比,Hydrography90m对溪流网络的表述更为准确。准确度的提高主要是通过采用更高分辨率的DEM、MD8流量路由算法和明显较小的流量累积阈值来启动河道来实现的。凭借这些特点,Hydrography90m为支持各种淡水相关的研究学科提供了宝贵的基础。在这里可以找到论文中的其他细节。数据集可在此下载。

Hydrography90m layers

这是分辨率最高的全球水文地理数据集之一,具有多种用途。

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。

数据集预处理
水文数据集可以在这里下载。

Hydrography90m layers

文件夹是根据论文的描述重新命名的,包括在下面的表格中。参数名称保持一致,并根据需要提供额外的信息,以及上述参数的单位。

文献:

Amatulli, Giuseppe, Jaime Garcia Marquez, Tushar Sethi, Jens Kiesel, Afroditi Grigoropoulou, Maria M. Üblacker, Longzhu Q. Shen, and Sami Domisch."Hydrography90m: A new high-resolution global hydrographic dataset." Earth System Science Data 14, no. 10 (2022): 4525-4550.

数据结构:流域-网络-图层
Hydrography90m的基础层和网络层:流积、流向、排水流域、出口、河段、子流域、区域单位和洼地

Output map description Unit GEE Collection Name
Flow accumulation (raster) km2 accumulation=acc flow_accumulation
Flow direction (raster) NE–N–NW–W–SW–S–SE–E correspond to 1–2–3–4–5–6–7–8 flow__direction
Drainage basin (raster) IDs from 1 to 1 676 628 drainage_basin
Outlets (raster) ID=1 stream_vector=stream threshold=0.05; v.to.rast input=stream outlet
Depression (raster) ID = 1 depression
Stream segment (raster) IDs from 1 to 726 723 221 segment
Sub-catchment (raster) IDs from basins=sub_catchment sub_catchment
Regional unit (raster) IDs from 1 to 116 IDs from 150 to 200 regional_unit

代码:

var flow_accumulation = ee.ImageCollection("projects/sat-io/open-datasets/HYDROGRAPHY90/base-network-layers/flow_accumulation"),
    flow_direction = ee.ImageCollection("projects/sat-io/open-datasets/HYDROGRAPHY90/base-network-layers/flow_direction"),
    depression = ee.ImageCollection("projects/sat-io/open-datasets/HYDROGRAPHY90/base-network-layers/depression"),
    drainage_basin = ee.ImageCollection("projects/sat-io/open-datasets/HYDROGRAPHY90/base-network-layers/drainage_basin"),
    outlet = ee.ImageCollection("projects/sat-io/open-datasets/HYDROGRAPHY90/base-network-layers/outlet"),
    regional_unit = ee.ImageCollection("projects/sat-io/open-datasets/HYDROGRAPHY90/base-network-layers/regional_unit"),
    segment = ee.ImageCollection("projects/sat-io/open-datasets/HYDROGRAPHY90/base-network-layers/segment"),
    sub_catchment = ee.ImageCollection("projects/sat-io/open-datasets/HYDROGRAPHY90/base-network-layers/sub_catchment"),
    flowAccumulationVis = {"min":0,"max":237,"palette":["000000","023858","006837","1a9850","66bd63","a6d96a","d9ef8b","ffffbf","fee08b","fdae61","f46d43","d73027"]},
    drainageDirectionVis = {"min":1,"max":8,"palette":["#d53e4f","#f46d43","#fdae61","#fee08b","#e6f598","#abdda4","#66c2a5","#3288bd"]};

var style = require('users/gena/packages:style')
Map.setCenter(-121.652, 38.022,11);

style.SetMapStyleGrey()

//flow accumulation
var flowAccumulation = flow_accumulation.mosaic().select('b1');

//flow direction
var drainageDirection = flow_direction.mosaic().select('b1');

Map.addLayer(drainageDirection, drainageDirectionVis, 'Drainage Direction',false);
Map.addLayer(flowAccumulation, flowAccumulationVis, 'Flow Accumulation',false);
Map.addLayer(sub_catchment.mosaic().randomVisualizer(),{},'Sub catchment',false)
Map.addLayer(segment.mosaic().randomVisualizer(),{},'Segment',false)

代码链接:https://code.earthengine.google.com/?scriptPath=users/sat-io/awesome-gee-catalog-examples:hydrology/HYDROGRAPHY90-BASE-NETWORK

GEE数据集:全球Hydrography90m对溪流网数据集

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