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feat(steup): 更新环境配置文件和依赖项版本.

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谢泓 2025-10-13 11:12:23 +08:00
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README.md
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@ -1,25 +1,26 @@
# NASA EARTHDATA 数据自动化爬取与预处理
# 公开RS/GIS数据自动化下载与预处理工具
## 仓库说明
1. EARTHDATA 说明
- NASA 计划于 2026 年底将公开数据全部集成进 EARTHDATA 中
- HLS 数据集：NASA 多部门将 Landsat8/9 与 Sentinel-2A/B 统一协调至 30m，划分为：
- NASA 计划于2026年底将公开数据全部集成进 EARTHDATA 中
- HLS 数据集：NASA多部门将 Landsat8/9 与 Sentinel-2A/B 统一协调至 30m，划分为：
- L30（Landsat8/9，包含其独有的 2 个热红外波段，并已处理为表面亮温 ℃）
- S30（Sentinel-2A/B，包含其独有的 4 个红边波段）
- 对于核心六波段（Blue/Green/Red/NIR/SWIR1/SWIR2）可直接合并使用，合并后湖北地区单格网观测频率约为 3-4d
- 对于核心六波段（Blue/Green/Red/NIR/SWIR1/SWIR2）可直接合并使用，合并后湖北地区单格网观测频率约为3-4d
2. 使用说明
- 本仓库基于官方原始脚本修复了实际使用中存在的 bug，并添加了更多可控制参数
- 爬取时不要使用魔法工具
- 实测单格网全年影像爬取+预处理约 1h
- 单用户每秒限制 100 次请求
- 针对HLS数据获取，基于NASA EARTHDATA官方原始脚本修复了实际使用中的bug，并添加了更多控制参数
- 使用时不要使用魔法工具
- 实测单格网全年HLS影像爬取+预处理约1h
## 1 安装基础环境
### 1.1 miniforge
### 1.1 miniforge 介绍
- miniforge 是结合 conda 与 mamba 的最小化包，比 Anaconda 和 Miniconda 更快更轻量，并且配置命令与原 conda 基本一致，支持直接使用 mamba 命令。
- 简而言之，环境配置效率上，miniforge > Mambaforge (202407 已废弃) > Miniconda + Mamba > Miniconda > Anaconda
@ -52,7 +53,7 @@ D:\program\miniforge3\Library\bin
conda config --set show_channel_urls yes
```
- 在`C:\Users\实际用户名\`目录找到`.condarc`文件，使用记事本打开，输入如下内容并保存
- 在 `C:\Users\实际用户名\` 目录找到 `.condarc` 文件，使用记事本打开，输入如下内容并保存
```
envs_dirs:
@ -123,7 +124,6 @@ mamba activate lpdaac
mamba env export > setup/lpdaac.yml
```
## 3 设计思路
### 3.1 数据组织
@ -218,4 +218,4 @@ python .\\HLS_SuPER\\HLS_SuPER.py -roi .\\data\\vectors\\49REL.geojson -tile T49
### 4.2 其他数据
v1.0: 直接运行`DATA_SuPER/`目录下所需数据对应的\*.py 文件即可.
v1.0: 直接运行 `DATA_SuPER/` 目录下所需数据对应的 `*.py` 文件即可.

2
setup/environment.yml
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@ -27,3 +27,5 @@ dependencies:
- seaborn
- spectral
- selenium
- firefox
- geckodriver

319
setup/lpdaac.yml
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@ -2,25 +2,26 @@ name: lpdaac
channels:
- conda-forge
dependencies:
- _libavif_api=1.3.0=h57928b3_0
- _libavif_api=1.3.0=h57928b3_2
- _openmp_mutex=4.5=2_gnu
- _python_abi3_support=1.0=hd8ed1ab_2
- affine=2.4.0=pyhd8ed1ab_1
- aiobotocore=2.23.2=pyhe01879c_1
- aiobotocore=2.24.2=pyhcf101f3_0
- aiohappyeyeballs=2.6.1=pyhd8ed1ab_0
- aiohttp=3.12.15=py312h05f76fc_0
- aiohttp=3.13.0=py312h30f5c63_0
- aiohttp-cors=0.8.1=pyhd8ed1ab_0
- aioitertools=0.12.0=pyhd8ed1ab_1
- aiosignal=1.4.0=pyhd8ed1ab_0
- annotated-types=0.7.0=pyhd8ed1ab_1
- anyio=4.10.0=pyhe01879c_0
- anyio=4.11.0=pyhcf101f3_0
- aom=3.9.1=he0c23c2_0
- argon2-cffi=25.1.0=pyhd8ed1ab_0
- argon2-cffi-bindings=25.1.0=py312he06e257_0
- argon2-cffi-bindings=25.1.0=py312he06e257_1
- arrow=1.3.0=pyhd8ed1ab_1
- asciitree=0.3.3=py_2
- asttokens=3.0.0=pyhd8ed1ab_1
- async-lru=2.0.5=pyh29332c3_0
- attrs=25.3.0=pyh71513ae_0
- attrs=25.4.0=pyh71513ae_0
- aws-c-auth=0.9.0=h467f71e_16
- aws-c-cal=0.9.2=hef2a5b8_1
- aws-c-common=0.12.4=hfd05255_0
@ -35,31 +36,31 @@ dependencies:
- aws-crt-cpp=0.32.10=h16ee0b7_3
- aws-sdk-cpp=1.11.510=h41ea3a3_14
- babel=2.17.0=pyhd8ed1ab_0
- beautifulsoup4=4.13.4=pyha770c72_0
- beautifulsoup4=4.14.2=pyha770c72_0
- bleach=6.2.0=pyh29332c3_4
- bleach-with-css=6.2.0=h82add2a_4
- blosc=1.21.6=hfd34d9b_1
- bokeh=3.7.3=pyhd8ed1ab_0
- botocore=1.39.8=pyge310_1234567_0
- bokeh=3.8.0=pyhd8ed1ab_0
- botocore=1.40.18=pyhd8ed1ab_0
- bounded-pool-executor=0.0.3=pyhd8ed1ab_0
- branca=0.8.1=pyhd8ed1ab_0
- brotli=1.1.0=h2466b09_3
- brotli-bin=1.1.0=h2466b09_3
- brotli-python=1.1.0=py312h275cf98_3
- bzip2=1.0.8=h2466b09_7
- branca=0.8.2=pyhd8ed1ab_0
- brotli=1.1.0=hfd05255_4
- brotli-bin=1.1.0=hfd05255_4
- brotli-python=1.1.0=py312hbb81ca0_4
- bzip2=1.0.8=h0ad9c76_8
- c-ares=1.34.5=h2466b09_0
- c-blosc2=2.19.1=h3cf07e4_0
- c-blosc2=2.21.3=h3cf07e4_0
- ca-certificates=2025.10.5=h4c7d964_0
- cached-property=1.5.2=hd8ed1ab_1
- cached_property=1.5.2=pyha770c72_1
- cachetools=5.5.2=pyhd8ed1ab_0
- cartopy=0.25.0=py312hc128f0a_0
- cachetools=6.2.0=pyhd8ed1ab_0
- cartopy=0.25.0=py312hc128f0a_1
- certifi=2025.10.5=pyhd8ed1ab_0
- cffi=1.17.1=py312h4389bb4_0
- cftime=1.6.4=py312h1a27103_1
- cffi=2.0.0=py312he06e257_0
- cftime=1.6.4=py312h196c9fc_2
- charls=2.4.2=h1537add_0
- charset-normalizer=3.4.3=pyhd8ed1ab_0
- click=8.2.1=pyh7428d3b_0
- click=8.1.8=pyh7428d3b_0
- click-plugins=1.1.1.2=pyhd8ed1ab_0
- cligj=0.7.2=pyhd8ed1ab_2
- cloudpickle=3.1.1=pyhd8ed1ab_0
@ -68,52 +69,54 @@ dependencies:
- colorful=0.5.6=pyhd8ed1ab_0
- comm=0.2.3=pyhe01879c_0
- configobj=5.0.9=pyhd8ed1ab_1
- contourpy=1.3.3=py312hf90b1b7_1
- contourpy=1.3.3=py312hf90b1b7_2
- cpython=3.12.11=py312hd8ed1ab_0
- cryptography=45.0.6=py312h84d000f_0
- cryptography=45.0.7=py312h84d000f_1
- curlify=2.2.1=pyh44b312d_0
- cycler=0.12.1=pyhd8ed1ab_1
- cytoolz=1.0.1=py312h4389bb4_0
- dask=2025.7.0=pyhe01879c_0
- dask-core=2025.7.0=pyhe01879c_1
- dask=2025.9.1=pyhcf101f3_0
- dask-core=2025.9.1=pyhcf101f3_0
- datashader=0.18.2=pyhd8ed1ab_0
- dav1d=1.2.1=hcfcfb64_0
- debugpy=1.8.16=py312ha1a9051_0
- debugpy=1.8.17=py312ha1a9051_0
- decorator=5.2.1=pyhd8ed1ab_0
- defusedxml=0.7.1=pyhd8ed1ab_0
- deprecated=1.2.18=pyhd8ed1ab_0
- distlib=0.4.0=pyhd8ed1ab_0
- distributed=2025.7.0=pyhe01879c_0
- distributed=2025.9.1=pyhcf101f3_0
- donfig=0.8.1.post1=pyhd8ed1ab_1
- earthaccess=0.15.1=pyhcf101f3_0
- exceptiongroup=1.3.0=pyhd8ed1ab_0
- executing=2.2.0=pyhd8ed1ab_0
- executing=2.2.1=pyhd8ed1ab_0
- fasteners=0.19=pyhd8ed1ab_1
- filelock=3.18.0=pyhd8ed1ab_0
- filelock=3.20.0=pyhd8ed1ab_0
- fiona=1.10.1=py312h6e88f47_3
- firefox=143.0.4=h5112557_0
- folium=0.20.0=pyhd8ed1ab_0
- fonttools=4.59.0=py312h05f76fc_0
- fonttools=4.60.1=py312h05f76fc_0
- fqdn=1.5.1=pyhd8ed1ab_1
- freetype=2.13.3=h57928b3_1
- freetype=2.14.1=h57928b3_0
- freexl=2.0.0=hf297d47_2
- frozenlist=1.7.0=py312hfdf67e6_0
- fsspec=2025.7.0=pyhd8ed1ab_0
- gdal=3.10.3=py312h07de9ea_12
- geopandas=1.1.1=pyhd8ed1ab_0
- geopandas-base=1.1.1=pyha770c72_0
- fsspec=2025.9.0=pyhd8ed1ab_0
- gdal=3.10.3=py312h07de9ea_21
- geckodriver=0.36.0=h127b8e1_0
- geopandas=1.1.1=pyhd8ed1ab_1
- geopandas-base=1.1.1=pyha770c72_1
- geos=3.13.1=h9ea8674_0
- geotiff=1.7.4=h86c3423_2
- geoviews=1.14.0=hd8ed1ab_0
- geoviews-core=1.14.0=pyha770c72_0
- geoviews=1.14.1=hd8ed1ab_0
- geoviews-core=1.14.1=pyha770c72_0
- giflib=5.2.2=h64bf75a_0
- google-api-core=2.25.1=pyhd8ed1ab_0
- google-auth=2.40.3=pyhd8ed1ab_0
- google-api-core=2.25.2=pyhd8ed1ab_0
- google-auth=2.41.1=pyhd8ed1ab_0
- googleapis-common-protos=1.70.0=pyhd8ed1ab_0
- grpcio=1.71.0=py312h18946f6_1
- h11=0.16.0=pyhd8ed1ab_0
- h2=4.2.0=pyhd8ed1ab_0
- h2=4.3.0=pyhcf101f3_0
- h5netcdf=1.6.4=pyhd8ed1ab_0
- h5py=3.14.0=nompi_py312h6cc2a29_100
- h5py=3.14.0=nompi_py312h03cd2ba_101
- harmony-py=1.2.0=pyhd8ed1ab_0
- hdf4=4.2.15=h5557f11_7
- hdf5=1.14.6=nompi_he30205f_103
@ -121,46 +124,45 @@ dependencies:
- hpack=4.1.0=pyhd8ed1ab_0
- httpcore=1.0.9=pyh29332c3_0
- httpx=0.28.1=pyhd8ed1ab_0
- hvplot=0.12.0=pyhd8ed1ab_0
- hvplot=0.12.1=pyhd8ed1ab_0
- hyperframe=6.1.0=pyhd8ed1ab_0
- idna=3.10=pyhd8ed1ab_1
- imagecodecs=2025.8.2=py312h2f18ccd_0
- imagecodecs=2025.8.2=py312h424859f_4
- imageio=2.37.0=pyhfb79c49_0
- importlib-metadata=8.7.0=pyhe01879c_1
- importlib-resources=6.5.2=pyhd8ed1ab_0
- importlib_resources=6.5.2=pyhd8ed1ab_0
- ipykernel=6.30.1=pyh3521513_0
- ipython=9.4.0=pyh6be1c34_0
- ipython=9.6.0=pyh6be1c34_0
- ipython_pygments_lexers=1.1.1=pyhd8ed1ab_0
- ipywidgets=8.1.7=pyhd8ed1ab_0
- isoduration=20.11.0=pyhd8ed1ab_1
- jedi=0.19.2=pyhd8ed1ab_1
- jinja2=3.1.6=pyhd8ed1ab_0
- jmespath=1.0.1=pyhd8ed1ab_1
- joblib=1.5.1=pyhd8ed1ab_0
- json5=0.12.0=pyhd8ed1ab_0
- jsonpointer=3.0.0=py312h2e8e312_1
- jsonschema=4.25.0=pyhe01879c_0
- jsonschema-specifications=2025.4.1=pyh29332c3_0
- jsonschema-with-format-nongpl=4.25.0=he01879c_0
- joblib=1.5.2=pyhd8ed1ab_0
- json5=0.12.1=pyhd8ed1ab_0
- jsonpointer=3.0.0=py312h2e8e312_2
- jsonschema=4.25.1=pyhe01879c_0
- jsonschema-specifications=2025.9.1=pyhcf101f3_0
- jsonschema-with-format-nongpl=4.25.1=he01879c_0
- jupyter=1.1.1=pyhd8ed1ab_1
- jupyter-lsp=2.2.6=pyhe01879c_0
- jupyter-lsp=2.3.0=pyhcf101f3_0
- jupyter_bokeh=4.0.5=pyhd8ed1ab_1
- jupyter_client=8.6.3=pyhd8ed1ab_1
- jupyter_console=6.6.3=pyhd8ed1ab_1
- jupyter_core=5.8.1=pyh5737063_0
- jupyter_events=0.12.0=pyh29332c3_0
- jupyter_server=2.16.0=pyhe01879c_0
- jupyter_server=2.17.0=pyhcf101f3_0
- jupyter_server_terminals=0.5.3=pyhd8ed1ab_1
- jupyterlab=4.4.5=pyhd8ed1ab_0
- jupyterlab=4.4.9=pyhd8ed1ab_0
- jupyterlab_pygments=0.3.0=pyhd8ed1ab_2
- jupyterlab_server=2.27.3=pyhd8ed1ab_1
- jupyterlab_widgets=3.0.15=pyhd8ed1ab_0
- jxrlib=1.1=hcfcfb64_3
- kerchunk=0.2.7=pyhd8ed1ab_0
- kiwisolver=1.4.8=py312hf90b1b7_1
- kiwisolver=1.4.9=py312h78d62e6_1
- krb5=1.21.3=hdf4eb48_0
- lark=1.2.2=pyhd8ed1ab_1
- lark=1.3.0=pyhd8ed1ab_0
- lazy-loader=0.4=pyhd8ed1ab_2
- lcms2=2.17=hbcf6048_0
- lerc=4.0.0=h6470a55_1
@ -171,36 +173,36 @@ dependencies:
- libarrow-acero=20.0.0=h7d8d6a5_8_cuda
- libarrow-dataset=20.0.0=h7d8d6a5_8_cuda
- libarrow-substrait=20.0.0=hb76e781_8_cuda
- libavif16=1.3.0=hf2698fe_0
- libblas=3.9.0=34_h5709861_mkl
- libbrotlicommon=1.1.0=h2466b09_3
- libbrotlidec=1.1.0=h2466b09_3
- libbrotlienc=1.1.0=h2466b09_3
- libcblas=3.9.0=34_h2a3cdd5_mkl
- libavif16=1.3.0=he916da2_2
- libblas=3.9.0=35_h5709861_mkl
- libbrotlicommon=1.1.0=hfd05255_4
- libbrotlidec=1.1.0=hfd05255_4
- libbrotlienc=1.1.0=hfd05255_4
- libcblas=3.9.0=35_h2a3cdd5_mkl
- libcrc32c=1.1.2=h0e60522_0
- libcurl=8.14.1=h88aaa65_0
- libdeflate=1.24=h76ddb4d_0
- libevent=2.1.12=h3671451_1
- libexpat=2.7.1=hac47afa_0
- libffi=3.4.6=h537db12_1
- libfreetype=2.13.3=h57928b3_1
- libfreetype6=2.13.3=h0b5ce68_1
- libgcc=15.1.0=h1383e82_4
- libgdal-core=3.10.3=h228a343_12
- libgdal-hdf4=3.10.3=ha47b6c4_12
- libgomp=15.1.0=h1383e82_4
- libfreetype=2.14.1=h57928b3_0
- libfreetype6=2.14.1=hdbac1cb_0
- libgcc=15.2.0=h1383e82_7
- libgdal-core=3.10.3=h228a343_13
- libgdal-hdf4=3.10.3=ha47b6c4_13
- libgomp=15.2.0=h1383e82_7
- libgoogle-cloud=2.36.0=hf249c01_1
- libgoogle-cloud-storage=2.36.0=he5eb982_1
- libgrpc=1.71.0=h8c3449c_1
- libhwloc=2.12.1=default_h88281d1_1000
- libhwy=1.2.0=h1d1702c_0
- libiconv=1.18=h135ad9c_1
- libhwy=1.3.0=ha71e874_1
- libiconv=1.18=hc1393d2_2
- libjpeg-turbo=3.1.0=h2466b09_0
- libjxl=0.11.1=ha161b08_2
- libjxl=0.11.1=hb7713f0_4
- libkml=1.3.0=h538826c_1021
- liblapack=3.9.0=34_hf9ab0e9_mkl
- liblapack=3.9.0=35_hf9ab0e9_mkl
- liblzma=5.8.1=h2466b09_2
- libnetcdf=4.9.2=nompi_ha45073a_118
- libnetcdf=4.9.3=nompi_ha45073a_102
- libparquet=20.0.0=ha850022_8_cuda
- libpng=1.6.50=h7351971_1
- libprotobuf=5.29.3=hd33f5f0_2
@ -211,89 +213,89 @@ dependencies:
- libsqlite=3.50.4=hf5d6505_0
- libssh2=1.11.1=h9aa295b_0
- libthrift=0.21.0=hbe90ef8_0
- libtiff=4.7.0=h05922d8_5
- libtiff=4.7.1=h550210a_0
- libutf8proc=2.10.0=hff4702e_0
- libwebp-base=1.6.0=h4d5522a_0
- libwinpthread=12.0.0.r4.gg4f2fc60ca=h57928b3_9
- libwinpthread=12.0.0.r4.gg4f2fc60ca=h57928b3_10
- libxcb=1.17.0=h0e4246c_0
- libxml2=2.13.8=h741aa76_1
- libzip=1.11.2=h3135430_0
- libzlib=1.3.1=h2466b09_2
- libzopfli=1.0.3=h0e60522_0
- linkify-it-py=2.0.3=pyhd8ed1ab_1
- llvm-openmp=20.1.8=hfa2b4ca_1
- llvmlite=0.44.0=py312h1f7db74_1
- llvm-openmp=21.1.2=hfa2b4ca_3
- llvmlite=0.45.1=py312hdb9728c_0
- locket=1.0.0=pyhd8ed1ab_0
- lz4=4.4.4=py312h032eceb_0
- lz4=4.4.4=py312ha1aa51a_1
- lz4-c=1.10.0=h2466b09_1
- lzo=2.10=h6a83c73_1002
- mapclassify=2.10.0=pyhd8ed1ab_1
- markdown=3.8.2=pyhd8ed1ab_0
- markdown-it-py=3.0.0=pyhd8ed1ab_1
- markupsafe=3.0.2=py312h31fea79_1
- matplotlib-base=3.10.5=py312h0ebf65c_0
- markdown=3.9=pyhd8ed1ab_0
- markdown-it-py=4.0.0=pyhd8ed1ab_0
- markupsafe=3.0.3=py312h05f76fc_0
- matplotlib-base=3.10.6=py312h0ebf65c_1
- matplotlib-inline=0.1.7=pyhd8ed1ab_1
- mdit-py-plugins=0.4.2=pyhd8ed1ab_1
- mdit-py-plugins=0.5.0=pyhd8ed1ab_0
- mdurl=0.1.2=pyhd8ed1ab_1
- minizip=4.0.10=h9fa1bad_0
- mistune=3.1.3=pyh29332c3_0
- mistune=3.1.4=pyhcf101f3_0
- mkl=2024.2.2=h57928b3_16
- msgpack-python=1.1.1=py312hd5eb7cc_0
- msgpack-python=1.1.2=py312hf90b1b7_0
- multidict=6.6.3=py312h05f76fc_0
- multimethod=2.0=pyhd8ed1ab_0
- multipledispatch=0.6.0=pyhd8ed1ab_1
- munkres=1.1.4=pyhd8ed1ab_1
- narwhals=2.0.1=pyhe01879c_0
- narwhals=2.7.0=pyhcf101f3_0
- nbclient=0.10.2=pyhd8ed1ab_0
- nbconvert-core=7.16.6=pyh29332c3_0
- nbformat=5.10.4=pyhd8ed1ab_1
- nest-asyncio=1.6.0=pyhd8ed1ab_1
- netcdf4=1.7.2=nompi_py312hf8617a8_102
- netcdf4=1.7.2=nompi_py312h79d12a2_104
- networkx=3.5=pyhe01879c_0
- notebook=7.4.5=pyhd8ed1ab_0
- notebook=7.4.7=pyhd8ed1ab_0
- notebook-shim=0.2.4=pyhd8ed1ab_1
- numba=0.61.2=py312hdcac391_1
- numba=0.62.1=py312h9a042f1_0
- numcodecs=0.15.1=py312h72972c8_0
- numpy=2.2.6=py312h3150e54_0
- numpy=2.3.3=py312ha72d056_0
- odc-geo=0.5.0rc1=pyhd8ed1ab_0
- odc-loader=0.5.1=pyhd8ed1ab_0
- odc-stac=0.4.0=pyhd8ed1ab_0
- opencensus=0.11.3=pyhd8ed1ab_1
- opencensus-context=0.1.3=py312h2e8e312_3
- openjpeg=2.5.3=h24db6dd_1
- opencensus-context=0.1.3=py312h2e8e312_4
- openjpeg=2.5.4=h24db6dd_0
- openssl=3.5.4=h725018a_0
- opentelemetry-api=1.36.0=pyhd8ed1ab_0
- opentelemetry-exporter-prometheus=0.48b0=pyhd8ed1ab_0
- opentelemetry-proto=1.36.0=pyhd8ed1ab_0
- opentelemetry-sdk=1.36.0=pyhd8ed1ab_0
- opentelemetry-semantic-conventions=0.57b0=pyh3cfb1c2_0
- opentelemetry-api=1.35.0=pyhd8ed1ab_0
- opentelemetry-exporter-prometheus=0.56b0=pyhe01879c_1
- opentelemetry-proto=1.37.0=pyhd8ed1ab_0
- opentelemetry-sdk=1.35.0=pyhd8ed1ab_0
- opentelemetry-semantic-conventions=0.56b0=pyh3cfb1c2_0
- orc=2.1.2=h35764e3_0
- outcome=1.3.0.post0=pyhd8ed1ab_1
- overrides=7.7.0=pyhd8ed1ab_1
- packaging=25.0=pyh29332c3_1
- pandas=2.3.1=py312hc128f0a_0
- pandas=2.3.3=py312hc128f0a_1
- pandocfilters=1.5.0=pyhd8ed1ab_0
- panel=1.7.5=pyhd8ed1ab_0
- panel=1.8.2=pyhd8ed1ab_0
- param=2.2.1=pyhd8ed1ab_0
- parso=0.8.4=pyhd8ed1ab_1
- parso=0.8.5=pyhcf101f3_0
- partd=1.4.2=pyhd8ed1ab_0
- patsy=1.0.1=pyhd8ed1ab_1
- pcre2=10.45=h99c9b8b_0
- pickleshare=0.7.5=pyhd8ed1ab_1004
- pillow=11.3.0=py312hfb502af_0
- pillow=11.3.0=py312h5ee8bfe_3
- pip=25.2=pyh8b19718_0
- platformdirs=4.3.8=pyhe01879c_0
- platformdirs=4.5.0=pyhcf101f3_0
- pockets=0.9.1=pyhd8ed1ab_1
- pqdm=0.2.0=pyhd8ed1ab_1
- progressbar2=4.2.0=pyhd8ed1ab_0
- proj=9.6.2=h7990399_1
- prometheus_client=0.22.1=pyhd8ed1ab_0
- prompt-toolkit=3.0.51=pyha770c72_0
- prompt_toolkit=3.0.51=hd8ed1ab_0
- proj=9.6.2=h7990399_2
- prometheus_client=0.23.1=pyhd8ed1ab_0
- prompt-toolkit=3.0.52=pyha770c72_0
- prompt_toolkit=3.0.52=hd8ed1ab_0
- propcache=0.3.1=py312h31fea79_0
- proto-plus=1.26.1=pyhd8ed1ab_0
- protobuf=5.29.3=py312h275cf98_0
- psutil=7.0.0=py312h4389bb4_0
- psutil=7.1.0=py312he06e257_0
- pthread-stubs=0.4=h0e40799_1002
- pure_eval=0.2.3=pyhd8ed1ab_1
- py-spy=0.4.1=h77a83cd_0
@ -302,25 +304,26 @@ dependencies:
- pyasn1=0.6.1=pyhd8ed1ab_2
- pyasn1-modules=0.4.2=pyhd8ed1ab_0
- pycparser=2.22=pyh29332c3_1
- pyct=0.5.0=pyhd8ed1ab_1
- pydantic=2.11.7=pyh3cfb1c2_0
- pydantic-core=2.33.2=py312h8422cdd_0
- pyct=0.6.0=pyhd8ed1ab_0
- pydantic=2.12.0=pyh3cfb1c2_0
- pydantic-core=2.41.1=py312hdabe01f_0
- pygments=2.19.2=pyhd8ed1ab_0
- pykdtree=1.4.3=py312h196c9fc_0
- pykdtree=1.4.3=py312h196c9fc_1
- pyogrio=0.11.0=py312h6e88f47_0
- pyopenssl=25.1.0=pyhd8ed1ab_0
- pyparsing=3.2.3=pyhe01879c_2
- pyproj=3.7.1=py312h5ea471a_1
- pyparsing=3.2.5=pyhcf101f3_0
- pyproj=3.7.2=py312h235ce7f_1
- pyresample=1.34.2=py312h275cf98_0
- pyshp=3.0.0=pyhd8ed1ab_0
- pyshp=3.0.2=pyhd8ed1ab_0
- pysocks=1.7.1=pyh09c184e_7
- pystac=1.13.0=pyhd8ed1ab_0
- pystac=1.14.1=pyhd8ed1ab_0
- pystac-client=0.9.0=pyhd8ed1ab_0
- python=3.12.11=h3f84c4b_0_cpython
- python-cmr=0.13.0=pyhff2d567_1
- python-dateutil=2.9.0.post0=pyhe01879c_2
- python-dotenv=0.20.0=pyhd8ed1ab_0
- python-fastjsonschema=2.21.1=pyhd8ed1ab_0
- python-fastjsonschema=2.21.2=pyhe01879c_0
- python-gil=3.12.11=hd8ed1ab_0
- python-json-logger=2.0.7=pyhd8ed1ab_0
- python-tzdata=2025.2=pyhd8ed1ab_0
- python-utils=3.9.1=pyhff2d567_1
@ -328,97 +331,93 @@ dependencies:
- pytz=2025.2=pyhd8ed1ab_0
- pyu2f=0.1.5=pyhd8ed1ab_1
- pyviz_comms=3.0.6=pyhd8ed1ab_0
- pywavelets=1.9.0=py312h196c9fc_0
- pywin32=311=py312h829343e_0
- pywinpty=2.0.15=py312h275cf98_0
- pyyaml=6.0.2=py312h31fea79_2
- pyzmq=27.0.1=py312h5b324a9_0
- pywavelets=1.9.0=py312h196c9fc_1
- pywin32=311=py312h829343e_1
- pywinpty=2.0.15=py312h275cf98_1
- pyyaml=6.0.3=py312h05f76fc_0
- pyzmq=27.1.0=py312hbb5da91_0
- qhull=2020.2=hc790b64_5
- rasterio=1.4.3=py312ha172ac9_1
- rasterio=1.4.3=py312h9aeec68_2
- rav1e=0.7.1=ha073cba_3
- ray-core=2.47.1=py312h4ed40c6_0
- ray-default=2.47.1=py312h7553cdf_0
- ray-core=2.49.2=py312h6652516_2
- ray-default=2.49.2=py312h8c80c70_2
- re2=2025.06.26=h3dd2b4f_0
- referencing=0.36.2=pyh29332c3_0
- requests=2.32.4=pyhd8ed1ab_0
- requests=2.32.5=pyhd8ed1ab_0
- rfc3339-validator=0.1.4=pyhd8ed1ab_1
- rfc3986-validator=0.1.1=pyh9f0ad1d_0
- rfc3987-syntax=1.1.0=pyhe01879c_1
- rioxarray=0.19.0=pyhd8ed1ab_0
- rpds-py=0.27.0=py312hdabe01f_0
- rpds-py=0.27.1=py312hdabe01f_1
- rsa=4.9.1=pyhd8ed1ab_0
- s3fs=2025.7.0=pyhd8ed1ab_0
- scikit-image=0.25.2=py312h72972c8_1
- scikit-learn=1.7.1=py312h91ac024_0
- scipy=1.16.0=py312h1416ca1_0
- s3fs=2025.9.0=pyhd8ed1ab_0
- scikit-image=0.25.2=py312hc128f0a_2
- scikit-learn=1.7.2=py312h91ac024_0
- scipy=1.16.2=py312h33376e8_0
- seaborn=0.13.2=hd8ed1ab_3
- seaborn-base=0.13.2=pyhd8ed1ab_3
- selenium=4.34.2=pyhe01879c_0
- selenium-manager=4.34.0=h18a1a76_0
- selenium=4.36.0=pyhcf101f3_0
- selenium-manager=4.36.0=h18a1a76_0
- send2trash=1.8.3=pyh5737063_1
- setproctitle=1.3.6=py312h4389bb4_0
- setuptools=80.9.0=pyhff2d567_0
- shapely=2.0.7=py312h3f81574_1
- six=1.17.0=pyhe01879c_1
- smart_open=7.3.0.post1=pyhe01879c_0
- smart_open=7.3.1=pyhcf101f3_0
- snappy=1.2.2=h7fa0ca8_0
- sniffio=1.3.1=pyhd8ed1ab_1
- snuggs=1.4.7=pyhd8ed1ab_2
- sortedcontainers=2.4.0=pyhd8ed1ab_1
- soupsieve=2.7=pyhd8ed1ab_0
- soupsieve=2.8=pyhd8ed1ab_0
- spectral=0.24=pyhd8ed1ab_0
- sphinxcontrib-napoleon=0.7=pyhd8ed1ab_1
- sqlite=3.50.4=hdb435a2_0
- stack_data=0.6.3=pyhd8ed1ab_1
- statsmodels=0.14.5=py312h196c9fc_0
- svt-av1=3.0.2=he0c23c2_0
- tbb=2021.13.0=h18a62a1_2
- statsmodels=0.14.5=py312h196c9fc_1
- svt-av1=3.1.2=hac47afa_0
- tbb=2021.13.0=h18a62a1_3
- tblib=3.1.0=pyhd8ed1ab_0
- tenacity=9.1.2=pyhd8ed1ab_0
- terminado=0.18.1=pyh5737063_0
- threadpoolctl=3.6.0=pyhecae5ae_0
- tifffile=2025.6.11=pyhd8ed1ab_0
- tifffile=2025.10.4=pyhd8ed1ab_0
- tinycss2=1.4.0=pyhd8ed1ab_0
- tinynetrc=1.3.1=pyhd8ed1ab_0
- tk=8.6.13=h2c6b04d_2
- tomli=2.2.1=pyhe01879c_2
- tomli=2.3.0=pyhcf101f3_0
- toolz=1.0.0=pyhd8ed1ab_1
- tornado=6.5.2=py312he06e257_0
- tornado=6.5.2=py312he06e257_1
- tqdm=4.67.1=pyhd8ed1ab_1
- traitlets=5.14.3=pyhd8ed1ab_1
- trio=0.30.0=py312h2e8e312_0
- trio=0.31.0=py312h680a3fa_0
- trio-websocket=0.12.2=pyh29332c3_0
- types-python-dateutil=2.9.0.20250809=pyhd8ed1ab_0
- typing-extensions=4.14.1=h4440ef1_0
- typing-inspection=0.4.1=pyhd8ed1ab_0
- typing_extensions=4.14.1=pyhe01879c_0
- types-python-dateutil=2.9.0.20251008=pyhd8ed1ab_0
- typing-extensions=4.15.0=h396c80c_0
- typing-inspection=0.4.2=pyhd8ed1ab_0
- typing_extensions=4.15.0=pyhcf101f3_0
- typing_utils=0.1.0=pyhd8ed1ab_1
- tzdata=2025b=h78e105d_0
- uc-micro-py=1.0.3=pyhd8ed1ab_1
- ucrt=10.0.22621.0=h57928b3_1
- ujson=5.10.0=py312h275cf98_1
- unicodedata2=16.0.0=py312h4389bb4_0
- universal_pathlib=0.2.6=pyhd8ed1ab_1
- ucrt=10.0.26100.0=h57928b3_0
- unicodedata2=16.0.0=py312he06e257_1
- uri-template=1.3.0=pyhd8ed1ab_1
- uriparser=0.9.8=h5a68840_0
- urllib3=2.5.0=pyhd8ed1ab_0
- vc=14.3=h41ae7f8_31
- vc14_runtime=14.44.35208=h818238b_31
- vcomp14=14.44.35208=h818238b_31
- virtualenv=20.33.1=pyhd8ed1ab_0
- virtualizarr=1.2.0=pyhd8ed1ab_0
- virtualenv=20.35.3=pyhd8ed1ab_0
- vs2015_runtime=14.44.35208=h38c0c73_31
- wcwidth=0.2.13=pyhd8ed1ab_1
- wcwidth=0.2.14=pyhd8ed1ab_0
- webcolors=24.11.1=pyhd8ed1ab_0
- webencodings=0.5.1=pyhd8ed1ab_3
- websocket-client=1.8.0=pyhd8ed1ab_1
- websocket-client=1.9.0=pyhd8ed1ab_0
- wheel=0.45.1=pyhd8ed1ab_1
- widgetsnbextension=4.0.14=pyhd8ed1ab_0
- win_inet_pton=1.1.0=pyh7428d3b_8
- winpty=0.4.3=4
- wrapt=1.17.2=py312h4389bb4_0
- wrapt=1.17.3=py312he06e257_1
- wsproto=1.2.0=pyhd8ed1ab_1
- xarray=2025.7.1=pyhd8ed1ab_0
- xarray=2025.10.1=pyhd8ed1ab_0
- xerces-c=3.2.5=he0c23c2_2
- xorg-libxau=1.0.12=h0e40799_0
- xorg-libxdmcp=1.1.5=h0e40799_0
@ -426,13 +425,15 @@ dependencies:
- yaml=0.2.5=h6a83c73_3
- yarl=1.20.1=py312h31fea79_0
- zarr=2.18.7=pyhd8ed1ab_0
- zeromq=4.3.5=ha9f60a1_7
- zfp=1.0.1=he0c23c2_2
- zeromq=4.3.5=h5bddc39_9
- zfp=1.0.1=h2f0f97f_3
- zict=3.0.0=pyhd8ed1ab_1
- zipp=3.23.0=pyhd8ed1ab_0
- zlib=1.3.1=h2466b09_2
- zlib-ng=2.2.5=h1608b31_0
- zstandard=0.23.0=py312h4389bb4_2
- zstandard=0.25.0=py312he5662c2_0
- zstd=1.5.7=hbeecb71_2
- pip:
- beautifulsoup4==4.12.3
- beautifulsoup4==4.12.3
prefix: "D:\\program\\miniforge3\\envs\\lpdaac"