When traveling in the backcountry during winter time, updating yourself on current and recent weather data is important to understand likely avalanche danger.

Overview

Backcountry

Weather Data

When traveling in the backcountry during winter time, updating yourself on current and recent weather data is important to understand likely avalanche danger.

This is a repository of Jupyter Notebooks to analyze recent weather data using the NWAC Data Portal.

NWAC

Setup

Install Requirements

$ pip install -r requirements.txt

Start Notebook

$ jupyter notebook WeatherData.ipynb

Visualizations

There are two kinds of visualizations

Radial Plots

This will plot vectors of X=degree and Y=magnitude. These plots can be animated to show the recent trends over time.

This notebook will plot wind direction and magnitude so you can visualize what aspects might have windloaded snow.

RadialGraph

WindSlab

Multiple Station Attributes

These graphs will graph multiple weather stations on a single graph using a common attribute, like Temperature.

Temperature

Creating graphs like Cumulative Precipitation should allow you to correlate snow depth and relative size of layers.

CumPrecip

Snoqialmie WA, Kendall Knob
5000' SW Aspect
12/29/21

SnowLayers

Owner
Trevor Allen
Trevor Allen
Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method

Current build status All platforms: Current release info Name Downloads Version Platforms Hapi - Hydrological library for Python Hapi is an open-sourc

Mostafa Farrag 15 Dec 26, 2022
Focal Statistics

Focal-Statistics The Focal statistics tool in many GIS applications like ArcGIS, QGIS and GRASS GIS is a standard method to gain a local overview of r

Ifeanyi Nwasolu 1 Oct 21, 2021
LicenseLocation - License Location With Python

LicenseLocation Hi,everyone! โค ๐Ÿงก ๐Ÿ’› ๐Ÿ’š ๐Ÿ’™ ๐Ÿ’œ This is my first project! โœ” Actual

The Bin 1 Jan 25, 2022
Raster-based Spatial Analysis for Python

๐ŸŒ xarray-spatial: Raster-Based Spatial Analysis in Python ๐Ÿ“ Fast, Accurate Python library for Raster Operations โšก Extensible with Numba โฉ Scalable w

makepath 649 Jan 01, 2023
Manipulation and analysis of geometric objects

Shapely Manipulation and analysis of geometric objects in the Cartesian plane. Shapely is a BSD-licensed Python package for manipulation and analysis

3.1k Jan 03, 2023
PySAL: Python Spatial Analysis Library Meta-Package

Python Spatial Analysis Library PySAL, the Python spatial analysis library, is an open source cross-platform library for geospatial data science with

Python Spatial Analysis Library 1.1k Dec 18, 2022
GetOSM is an OpenStreetMap tile downloader written in Python that is agnostic of GUI frameworks.

GetOSM GetOSM is an OpenStreetMap tile downloader written in Python that is agnostic of GUI frameworks. It is used with tkinter by ProjPicker. Require

Huidae Cho 3 May 20, 2022
A ninja python package that unifies the Google Earth Engine ecosystem.

A Python package that unifies the Google Earth Engine ecosystem. EarthEngine.jl | rgee | rgee+ | eemont GitHub: https://github.com/r-earthengine/ee_ex

47 Dec 27, 2022
:earth_asia: Python Geocoder

Python Geocoder Simple and consistent geocoding library written in Python. Table of content Overview A glimpse at the API Forward Multiple results Rev

Denis 1.5k Jan 02, 2023
Using Global fishing watch's data to build a machine learning model that can identify illegal fishing and poaching activities through satellite and geo-location data.

Using Global fishing watch's data to build a machine learning model that can identify illegal fishing and poaching activities through satellite and geo-location data.

Ayush Mishra 3 May 06, 2022
Simple, concise geographical visualization in Python

Geographic visualizations for HoloViews. Build Status Coverage Latest dev release Latest release Docs What is it? GeoViews is a Python library that ma

HoloViz 445 Jan 02, 2023
A Python tool to display geolocation information in the traceroute.

IP2Trace Python IP2Trace Python is a Python tool allowing user to get IP address information such as country, region, city, latitude, longitude, zip c

IP2Location 22 Jan 08, 2023
Use Mapbox GL JS to visualize data in a Python Jupyter notebook

Location Data Visualization library for Jupyter Notebooks Library documentation at https://mapbox-mapboxgl-jupyter.readthedocs-hosted.com/en/latest/.

Mapbox 620 Dec 15, 2022
Simple CLI for Google Earth Engine Uploads

geeup: Simple CLI for Earth Engine Uploads with Selenium Support This tool came of the simple need to handle batch uploads of both image assets to col

Samapriya Roy 79 Nov 26, 2022
Python bindings and utilities for GeoJSON

geojson This Python library contains: Functions for encoding and decoding GeoJSON formatted data Classes for all GeoJSON Objects An implementation of

Jazzband 763 Dec 26, 2022
Pandas Network Analysis: fast accessibility metrics and shortest paths, using contraction hierarchies :world_map:

Pandana Pandana is a Python library for network analysis that uses contraction hierarchies to calculate super-fast travel accessibility metrics and sh

Urban Data Science Toolkit 321 Jan 05, 2023
The geospatial toolkit for redistricting data.

maup maup is the geospatial toolkit for redistricting data. The package streamlines the basic workflows that arise when working with blocks, precincts

Metric Geometry and Gerrymandering Group 60 Dec 05, 2022
A python package that extends Google Earth Engine.

A python package that extends Google Earth Engine GitHub: https://github.com/davemlz/eemont Documentation: https://eemont.readthedocs.io/ PyPI: https:

David Montero Loaiza 307 Jan 01, 2023
EOReader is a multi-satellite reader allowing you to open optical and SAR data.

Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and index.

ICube-SERTIT 152 Dec 30, 2022
Calculate the area inside of any GeoJSON geometry. This is a port of Mapbox's geojson-area for Python

geojson-area Calculate the area inside of any GeoJSON geometry. This is a port of Mapbox's geojson-area for Python. Installation $ pip install area U

Alireza 87 Dec 14, 2022