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Work with DEM data using Python from Simple to Complicated. Many python packages will be touched such as GDAL, numpy, xarray, rasterio, folium, cartopy, geopandas etc.
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This tutorial is a companion volume of Matlab versionm but add more. Main objective is the transference of know-how in practical applications and management of statistical tools commonly used to ex…
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FastAPI-Zarr-Xarray-Dask Public
A demo of FastAPI application to extract data at the specific points defined by [latitudes and longitudes] from a zarr dataset using Dask and Xarray. The key aim to speed up point data extraction f…
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myEvaPy Public
Using Numba.njit to speed up extreme value analysis (EVA)
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pyFastAPI_PointsInPolygons Public
A Tutorial shows how to build simple Point-In-Polygon(PIP) Web API using FastAPI and other python packages.
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Precipitation-based indices are generally considered as the simplest indices because they are calculated solely based on long-term rainfall records that are often available. The mostly used precipi…
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Some practical tutorials for creating concise charts for project summary reporting. At present, only focus on Line and Bar Charts. It might be extended in the future
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Practice basic SQL syntax with Jupyter notebook. SQL is particularly useful in handling structured data where there are relations between different entities/variables of the data. SQL is a very imp…
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mapclassify Public
Forked from pysal/mapclassifyClassification schemes for choropleth mapping.
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedDec 19, 2020 -
SciencePlots Public
Forked from garrettj403/SciencePlotsMatplotlib styles for scientific plotting
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jax Public
Forked from jax-ml/jaxComposable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Python Apache License 2.0 UpdatedOct 14, 2020 -
auto-sklearn Public
Forked from automl/auto-sklearnAutomated Machine Learning with scikit-learn
Python BSD 3-Clause "New" or "Revised" License UpdatedJul 30, 2020 -
atspy Public
Forked from firmai/atspyAutomated Time Series Models in Python (AtsPy)
Python UpdatedMar 12, 2020 -
koalas Public
Forked from databricks/koalasKoalas: pandas API on Apache Spark
Python Apache License 2.0 UpdatedDec 7, 2019 -
Overlay a GeoTiff raster data on Interactive map created by folium python. This tutorial will finish three tasks: (1) Export a NetCDF data to a time series of geotiff images.; (2) Overlay a geotiff…
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DockerMet Public
Using Docker Compose to rapidly deploy a Jupyter Notebook environment for processing meteorological and climatic data. The Dockerfile was created based on the data-science stack image from Jupyter …
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jupytext Public
Forked from mwouts/jupytextJupyter notebooks as Markdown documents, Julia, Python or R scripts
Python MIT License UpdatedMay 2, 2019 -
datasette Public
Forked from simonw/datasetteA tool for exploring and publishing data
JavaScript Apache License 2.0 UpdatedMar 16, 2019 -
100daysofcode-with-python-course Public
Forked from talkpython/100daysofcode-with-python-courseCourse materials and handouts for #100DaysOfCode in Python course
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sosie Public
Forked from brodeau/sosieSOSIE is Only a Surface Interpolation Environment
Fortran GNU General Public License v3.0 UpdatedJan 10, 2019 -
word_cloud Public
Forked from amueller/word_cloudA little word cloud generator in Python
Python MIT License UpdatedJan 10, 2019 -
maptalks.js Public
Forked from maptalks/maptalks.jsA light and plugable JavaScript library for integrated 2D/3D maps.
JavaScript BSD 3-Clause "New" or "Revised" License UpdatedJan 10, 2019 -
osmnx Public
Forked from gboeing/osmnxOSMnx: Python for street networks. Retrieve, construct, analyze, and visualize street networks from OpenStreetMap.
Python MIT License UpdatedJan 8, 2019 -
climate_indices Public
Forked from monocongo/climate_indicesClimate indices for drought monitoring, community reference implementations in Python
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pySQLiteSWAT Public
This is a part of the training material of capacity building for hydrological modeling under climate change based on SWAT. In this part, SWAT simulations are post-processed by python-based tools su…
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pyRaster2GeoTiff Public
A piece of Python code to convert rater data such as NetCDF to GeoTIFF format. The code was extracted from my LinkedIn article at https://www.linkedin.com/pulse/convert-netcdf4-file-geotiff-using-p…
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A beginner's guide to carry out extreme value analysis, which consists of basic steps, multiple distribution fitting, confidential intervals, IDF/DDF, and a simple application of IDF information fo…
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wradlib Public
Forked from wradlib/wradlibweather radar data processing - python package
Jupyter Notebook MIT License UpdatedAug 21, 2017