介绍专注于“Python气象气候应用”的二本英文书籍及作者网站

hillside · 发表于 2017-9-22 14:19:08

登录后查看更多精彩内容~

您需要登录才可以下载或查看，没有帐号？立即注册

x

本帖最后由 hillside 于 2018-11-1 20:47 编辑

说明：本人只是介绍，对Python语言的具体用法并不熟悉。
   此前，曾介绍过免费书籍《Python语言编程艺术——面向水文学子的编程（含气象应用）》（http://bbs.06climate.com/forum.php?mod=viewthread&tid=51176），并介绍过《喜爱Python的国外气候学者谈为之着迷的原因》（http://bbs.06climate.com/forum.php?mod=viewthread&tid=19799），也写过《介绍气候数据分析工具—Climate Data Analysis Tools(python)》（http://bbs.06climate.com/forum.php?mod=viewthread&tid=14911）。现在介绍专注于“Python的气象气候应用”的二本英文书籍及作者网站。
   第一本《A Hands-On Introduction to Using Python in the Atmospheric and Oceanic Sciences(2012)》（大气科学python的入门书）已有园友在气象介绍（http://bbs.06climate.com/forum.p ... ad&tid=52084&page=2）。
   关于“Python的气象气候应用”的第二本英文书籍《Principles of Planetary Climate)》及作者网站如下：
   《行星气候原理》（Principles of Planetary Climate）全书，虽然名称上没有出现“PYTHON”，但其实主要使用python作为该书配套的计算机语言。《行星气候原理》的作者在个人网站提供了不少配套内容，有兴趣的园友可前往了解。

http://geosci.uchicago.edu/~rtp1/PrinciplesPlanetaryClimate/

附1：PYTHON书籍一览表
http://nicolasfauchereau.github.io/climatecode/posts/resources/

Some books

Python for Data Analysis: From Wes McKinney (Developer of Pandas)
Think stats: Probability and statistics for programmers, from Allen Downey, pdf available for free.
Think complexity: Complexity science (graphs, cellular automata, agent-based models), from Allen Downey, pdf available for free.
Python in hydrology: A book freely available in pdf, from Sat Kumar Tomer.
Programming collective intelligence: By Toby Segaran, Good intro on (general) Machine Learning algorithms.
Machine Learning in action: By Peter Harrington.
Introduction to Python for Econometrics, Statistics and Numerical Analysis: Second Edition: By Kevin Sheppard, Oxford Uni.
A Hands-On Introduction to Using Python in the Atmospheric and Oceanic Sciences: By Johnny Lin, Professor of physics and head of the Climate Research Group at North Park University.
principles of planetary climate: by Ray Pierrehumbert. Excellent book on the physics of planetary climates, with freely downloadable python code to follow the examples given in the book.
Effective computation in physics: by Katy Huff and Anthony Scopatz, Field Guide to Research with Python. Excellent. Code examples at https://github.com/physics-codes.

附2：PYTHON的地球科学应用模块
https://www.scipy.org/topical-software.html
Geosciences

CDAT: (Climate Data Analysis Tools) is a suite of tools for analysis of climate models.
Jeff Whitaker has made a number of useful tools for atmospheric modelers, including the basemap toolkit for matplotlib, and a NumPy compatible netCDF4 interface.
seawater is a package for computing properties of seawater (UNESCO 1981 and UNESCO 1983).
atmqty computes atmospheric quantities on earth.
TAPPy - Tidal Analysis Program in Python decomposes an hourly time-series of water levels into tidal compenents. It uses SciPy’s least squares optimization.
ClimPy Hydrologic orientated library
GIS Python Python programs and libraries for geodata processing
SimPEG Simulation and parameter estimation in geophysics (including 3D forward modelling and inversion routines for electromagnetics, magnetotellurics, direct-current resistivity, magnetics, and gravity)

Flash · 发表于 2017-9-22 21:48:23

多谢了楼主

寻路人 · 发表于 2017-9-23 17:41:47

谢谢楼主分享

931404656 · 发表于 2017-9-24 05:00:11

{:eb315:}事件操作更好嘛

931404656 · 发表于 2017-9-24 05:00:45

上面发错了

是实际操作哈

lgz · 发表于 2017-9-24 10:29:09

谢谢楼主分享

luluxiu · 发表于 2017-9-28 06:49:37

多谢楼主！

KUPER · 发表于 2017-12-3 11:08:50

感谢分享最近正在学习

		自动登录	找回密码
密码			立即注册

[参考资料] 介绍专注于“Python气象气候应用”的二本英文书籍及作者网站

登录后查看更多精彩内容~

评分