shiph0326's repositories
1D_SEB_model
One dimensional surface energy balance and subsurface model used in Covi and others (2022): Challenges in modeling the energy balance and melt in the percolation zone of the Greenland ice sheet
ALPGM
ALpine Parameterized Glacier Model (ALPGM v1.2). Open-source regional glacier evolution model based on deep learning and parametrizations.
awesome-gee-community-datasets
Community Datasets added by users and made available for use at large
cnn_lstm_era
Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modelling"
cosipy
Coupled snowpack and ice surface energy and mass balance model in Python
cryosphere-links
A curated link list related to the cryosphere and its subspheres
debris_global
Calculate the debris thickness globally using remote sensing data
DeepDownscaling
Deep learning approaches for statistical downscaling in climate
Docear-Desktop
Docear's desktop version (GPL)
downscaleCMIP6
downscaling & bias correction of CMIP6 tasmin, tasmax, and pr for the R/CIL GDPCIR project
GeoMLA
Machine Learning algorithms for spatial and spatiotemporal data
GlabTop2-py
GlabTop2 (Glacier bed Topography) model
glacier_mapping
Mapping glaciers in the Hindu Kush Himalaya, in partnership with ICIMOD.
glacier_melt
Jupyter notebook to run Sentinel-1 time series for glacier melt status classification
HMA_continuity_miles
Codes to apply the continuity equation in an automated, distributed manner at regional scales, used in 'Health and sustainability of glaciers in High Mountain Asia' by Miles and others.
igm
The Instructed Glacier Model (IGM)
Imminent-loss-of-climate-space-for-Eurasian-permafrost-peatlands-
Supplemental Python code for Imminent loss of climate space for Eurasian permafrost peatlands (Fewster et al., in review).
PCA
Principal Component Analysis, including EOF Analysis (EOFA), Singular Spectrum Analysis (SSA), and Nonlinear Laplacian Spectral Analysis (NLSA)
PoLIM-Polythermal-Land-Ice-Model
PoLIM is a 2D flowband thermomechanical ice flow model. It simplifies the momentum balance based on the Blatter-Pattyn approximation and uses the enthalpy formulation of energy balance equation.
Project_MB_Regression
Tutorial to learn how to train different machine learning methods to model glacier mass balance.
pyClim-SDM
Statistical Downscaling for Climate Change Projections with a Graphical User Interface
pyMannKendall
A python package for non parametric Mann Kendall family of trend tests.
Python-100-Days
Python - 100天从新手到大师
research-method
论文写作与资料分享
scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.
scikit-downscale
Statistical climate downscaling in Python
Winter-sublimation-at-the-Chhota-Shigri-Glacier-India
Data and codes used in '11-year record of wintertime snow surface energy balance and sublimation at 4863 m a.s.l. on Chhota Shigri Glacier moraine (western Himalaya, India)'