Download Sentinel satellite imagery (Sentinel-1/2/5P) via STAC API with
数据分析
Geoskill: STAC Search
试用STAC Universal Search Tool for searching geospatial data across any STAC
它能做什么
STAC Universal Search Tool for searching geospatial data across any STAC
技能文档
STAC Universal Search
Search any SpatioTemporal Asset Catalog (STAC) endpoint for geospatial data.
Features
- Pre-configured endpoints: Planetary Computer, AWS Earth Search, Element84, Google Earth Engine
- Custom endpoint support
- Collection, bbox, date range, cloud cover filters
- Text table or JSON output
- Asset listing and collection info
Usage
# Search with preset
python stac-search.py --preset planetary-computer --collection sentinel-2-l2a --bbox 120 30 121 31
# Search custom endpoint
python stac-search.py --endpoint https://earth-search.aws.element84.com/v1 --collection sentinel-2-l2a --limit 5
# List collections
python stac-search.py --list-collections --preset aws-earth-search
# Get collection info
python stac-search.py --collection-info sentinel-2-l2a --preset planetary-computer
# With filters
python stac-search.py --preset planetary-computer --collection landsat-c2-l2 --bbox -122.5 37.5 -122.0 38.0 --datetime 2024-01-01/2024-06-30 --max-cloud-cover 20 --limit 5
# JSON output
python stac-search.py --preset planetary-computer --collection sentinel-2-l2a --json
# List assets
python stac-search.py --preset planetary-computer --collection sentinel-2-l2a --list-assets
Arguments
| Argument | Description |
|---|---|
--preset | Use a preset: planetary-computer, aws-earth-search, element84, gee |
--endpoint | Custom STAC endpoint URL |
--collection | Collection ID(s) to search |
--bbox | Bounding box: minx miny maxx maxy |
--datetime | Date range: 2024-01-01/2024-12-31 |
--max-cloud-cover | Max cloud cover % |
--limit | Max results (default: 10) |
--json | Output as JSON |
--verbose | Show asset details |
--list-assets | List assets for first result |
--list-collections | List available collections |
--collection-info | Get info for a collection |
Installation
pip install requests
中文说明
通用 STAC 搜索工具，支持在任何 STAC 端点搜索地理空间数据。
特性
- 预配置端点：Planetary Computer、AWS Earth Search、Element84、Google Earth Engine
- 自定义端点：支持任意 STAC API
- 过滤条件：集合、边界框、日期范围、云量
- 输出格式：文本表格或 JSON
使用方法
# 使用预设搜索
python stac-search.py --preset planetary-computer --collection sentinel-2-l2a --bbox 120 30 121 31
# 搜索自定义端点
python stac-search.py --endpoint https://earth-search.aws.element84.com/v1 --collection sentinel-2-l2a --limit 5
# 列出所有集合
python stac-search.py --list-collections --preset aws-earth-search
# 获取集合信息
python stac-search.py --collection-info sentinel-2-l2a --preset planetary-computer
# 带过滤条件
python stac-search.py --preset planetary-computer --collection landsat-c2-l2 --bbox -122.5 37.5 -122.0 38.0 --datetime 2024-01-01/2024-06-30 --max-cloud-cover 20 --limit 5
# JSON 输出
python stac-search.py --preset planetary-computer --collection sentinel-2-l2a --json
# 列出资产
python stac-search.py --preset planetary-computer --collection sentinel-2-l2a --list-assets
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Download Sentinel satellite imagery (Sentinel-1/2/5P) via STAC API with
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