SkillAgentSearch skills...

ClimatePython

📈 Series of workshops and lectures using Python in the climate/atmospheric sciences 📉

GenerateConvertImprove

Install / Use

/learn @zmlabe/ClimatePython
About this skill

Quality Score

0/100

Category

Design

Supported Platforms

Universal

README

ClimatePython DOI

This repository contains a variety of Python tutorials and lectures I've used in climate/atmospheric sciences. Check back soon!

Under construction... [Python 3.6]

Contact

Zachary Labe - Research Website - @ZLabe

Publications

  • [14] Timmermans, M.-L. and Z.M. Labe (2025). Sea surface temperature [in “Arctic Report Card 2025”], NOAA, DOI:10.25923/pz7y-3b10 [HTML][BibTeX]
  • [13] Timmermans, M.-L. and Z.M. Labe (2025). [The Arctic] Sea surface temperature [in “State of the Climate in 2024”]. Bull. Amer. Meteor. Soc., DOI:10.1175/BAMS-D-25-0104.1 [HTML][BibTeX]
  • [12] Timmermans, M.-L. and Z.M. Labe (2024). Sea surface temperature [in “Arctic Report Card 2024”], NOAA, DOI:10.25923/9z96-aq19 [HTML][BibTeX]
  • [11] Vanek S.B., Z.M. Labe, O. Lauter, K. Shionalyn, M.A. Shadab, E. Adasheva, A. Margevich, M.N. Schaberg, L. Ashokkumar, and J.N. Naoukin (2024). Exploring the past, present, and future of USAPECS: Lessons from a decade of supporting early career research across national and international polar networks. Arctic Yearbook, ISSN 2298-2418 [HTML][BibTeX][PDF]
  • [10] Kretschmer, M., A. Jézéquel, Z.M. Labe, and D. Touma (2024). A shifting climate: new paradigms and challenges for (early career) scientists in extreme weather research. Atmospheric Science Letters, DOI:10.1002/asl.1268 [HTML][BibTeX]
  • [9] Timmermans, M.-L. and Z.M. Labe (2024). [The Arctic] Sea surface temperature [in “State of the Climate in 2023”]. Bull. Amer. Meteor. Soc., DOI:10.1175/BAMS-D-24-0101.1 [HTML][BibTeX]
  • [8] Timmermans, M.-L. and Z.M. Labe (2023). Sea surface temperature [in “Arctic Report Card 2023”], NOAA, DOI:110.25923/e8jc-f342 [HTML][BibTeX]
  • [7] Timmermans, M.-L. and Z.M. Labe (2023). [The Arctic] Sea surface temperature [in “State of the Climate in 2022”]. Bull. Amer. Meteor. Soc., DOI:10.1175/BAMS-D-23-0079.1 [HTML][BibTeX]
  • [6] Timmermans, M.-L. and Z.M. Labe (2022). Sea surface temperature [in “Arctic Report Card 2022”], NOAA, DOI:10.25923/p493-2548 [HTML][BibTeX]
  • [5] Timmermans, M.-L. and Z.M. Labe (2022). [The Arctic] Sea surface temperature [in “State of the Climate in 2021”]. Bull. Amer. Meteor. Soc., DOI:10.1175/BAMS-D-22-0082.1 [HTML][BibTeX]
  • [4] Timmermans, M.-L. and Z.M. Labe (2021). Sea surface temperature [in “Arctic Report Card 2021”], NOAA, DOI:10.25923/2y8r-0e49 [HTML][BibTeX]
  • [3] Timmermans, M.-L. and Z.M. Labe (2021). [The Arctic] Sea surface temperature [in “State of the Climate in 2020”]. Bull. Amer. Meteor. Soc., DOI:10.1175/BAMS-D-21-0086.1 [HTML][BibTeX]
  • [2] Timmermans, M.-L. and Z.M. Labe (2020). Sea surface temperature [in “Arctic Report Card 2020”], NOAA, DOI:10.25923/v0fs-m920 [HTML][BibTeX]
  • [1] Timmermans, M.-L., Z.M. Labe, and C. Ladd (2020). [The Arctic] Sea surface temperature [in “State of the Climate in 2019”], Bull. Amer. Meteor. Soc., DOI:10.1175/BAMS-D-20-0086.1 [HTML][BibTeX]

Description

  • ScienceVisuals/: Lectures on improving science figures
    • LineGraph/: Script on improving line graphs
    • MapGraph/ : Script on improving map plots
    • Presentations/: Powerpoints on discussing science visualization [SlideShare]
  • Data/: Additional data files not provided by Python URL functions
  • Figures/: Arbitrary figures as examples from listed scripts
  • Scripts/: Main Python scripts/functions used in data analysis and plotting.
  • requirements.txt: List of environments and modules associated with the most recent version of this project. A Python Anaconda3 Distribution was used for the analysis. Tools including NCL 6.4.0, CDO, and NCO were also used for initial data manipulation. ImageMagick is used for most of the animations (GIF). All code has been tested with Python 3.6.

Data

Global Surface Temperature Data Sets (station-based)
  • Berkeley Earth Surface Temperature Project (BEST) : [DATA]
    • Rohde, R., et al. "A new estimate of the average Earth surface land temperature spanning 1753 to 2011. Geoinfor Geostat Overview 1: 1." of 7 (2013): 2. [Publication]
  • Cowtan and Way surface temperature record (C&W) : [DATA]
    • Cowtan, Kevin, and Robert G. Way. "Coverage bias in the HadCRUT4 temperature series and its impact on recent temperature trends." Quarterly Journal of the Royal Meteorological Society 140.683 (2014): 1935-1944. [Publication]
  • Hadley Centre/CRU gridded surface temperature data set version 4 (HadCRUT4) : [DATA]
    • Morice, Colin P., et al. "Quantifying uncertainties in global and regional temperature change using an ensemble of observational estimates: The HadCRUT4 data set." Journal of Geophysical Research: Atmospheres 117.D8 (2012). [Publication]
  • NASA GISS Surface Temperature Analysis (GISTEMP) : [DATA]
    • Hansen, James, et al. "Global surface temperature change." Reviews of Geophysics 48.4 (2010). [Publication]
  • NOAA Merged Land Ocean Global Surface Temperature (NOAAGlobalTemp) : [DATA]
    • Vose, Russell S., et al. "NOAA's merged land–ocean surface temperature analysis." Bulletin of the American Meteorological Society 93.11 (2012): 1677-1685. [Publication]
Reanalysis Data
  • ERA5 : [DATA]
  • NCEP/NCAR Reanalysis 1 (R1): [DATA]
    • Kalnay, E., and co-authors, 1996: The NCEP/NCAR 40-year reanalysis project. Bulletin of the American meteorological Society, 77(3), 437-471 [Publication]
Sea Surface Temperature Data
  • NOAA Optimum Interpolation Sea Surface Temperature V2 (OISSTv2): [DATA]
    • Reynolds, R. W., Rayner, N. A., Smith, T. M., Stokes, D. C., & Wang, W. (2002). An improved in situ and satellite SST analysis for climate. Journal of climate, 15(13), 1609-1625. [Publication]

Related Skills

clearshot

Structured screenshot analysis for UI implementation and critique. Analyzes every UI screenshot with a 5×5 spatial grid, full element inventory, and design system extraction — facts and taste together, every time. Escalates to full implementation blueprint when building. Trigger on any digital interface image file (png, jpg, gif, webp — websites, apps, dashboards, mockups, wireframes) or commands like 'analyse this screenshot,' 'rebuild this,' 'match this design,' 'clone this.' Skip for non-UI images (photos, memes, charts) unless the user explicitly wants to build a UI from them. Does NOT trigger on HTML source code, CSS, SVGs, or any code pasted as text.

openpencil

2.0k

The world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as-Code. Turn prompts into UI directly on the live canvas. A modern alternative to Pencil.

ui-ux-designer

Use this agent when you need to design, implement, or improve user interface components and user experience flows. Examples include: creating new pages or components, improving existing UI layouts, implementing responsive designs, optimizing user interactions, building forms or dashboards, analyzing existing UI through browser snapshots, or when you need to ensure UI components follow design system standards and shadcn/ui best practices.\n\n<example>\nContext: User needs to create a new dashboard page for team management.\nuser: "I need to create a team management dashboard where users can view team members, invite new members, and manage roles"\nassistant: "I'll use the ui-ux-designer agent to design and implement this dashboard with proper UX considerations, using shadcn/ui components and our design system tokens."\n</example>\n\n<example>\nContext: User wants to improve the user experience of an existing form.\nuser: "The signup form feels clunky and users are dropping off. Can you improve it?"\nassistant: "Let me use the ui-ux-designer agent to analyze the current form UX and implement improvements using our design system and shadcn/ui components."\n</example>\n\n<example>\nContext: User wants to evaluate and improve existing UI.\nuser: "Can you take a look at our pricing page and see how we can make it more appealing and user-friendly?"\nassistant: "I'll use the ui-ux-designer agent to take a snapshot of the current pricing page, analyze the UX against Notion-inspired design principles, and implement improvements using our design tokens."\n</example>

HappyColorBlend

HappyColorBlendVibe Project Guidelines Project Overview HappyColorBlendVibe is a Figma plugin for color palette generation with advanced tint/shade blending capabilities. It allows designers to

zmlabe

View profile

View on GitHub
GitHub Stars59
CategoryDesign
Updated2mo ago
Forks17
zmlabe/ClimatePython

Languages

Python

Security Score

100/100

Audited on Jan 26, 2026

No findings