Model:Landlab

Landlab

This code has been community reviewed and published in the open access Journal of Open Source Software (JOSS)

Metadata

Also known as
Model type	Modular
Model part of larger framework	LandLab
Note on status model
Date note status model

Incorporated models or components:

Spatial dimensions	2D
Spatial extent	Landscape-Scale, Watershed-Scale, Reach-Scale, Patch-Scale
Model domain	Terrestrial, Hydrology, Coastal, Marine
One-line model description	Python software framework for writing, assembling, and running 2D numerical models
Extended model description	Landlab is a Python software package for creating, assembling, and/or running 2D numerical models. Landlab was created to facilitate modeling in earth-surface dynamics, but it is general enough to support a wide range of applications. Landlab provides three different capabilities: (1) A DEVELOPER'S TOOLKIT for efficiently building 2D models from scratch. The toolkit includes a powerful GRIDDING ENGINE for creating, managing, and iterative updating data on 2D structured or unstructured grids. The toolkit also includes helpful utilities to handle model input and output. (2) A set of pre-built COMPONENTS, each of which models a particular process. Components can be combined together to create coupled models. (3) A library of pre-built MODELS that have been created by combining components together. To learn more, please visit http://landlab.github.io

Keywords:

Name	Greg Tucker
Type of contact	Model developer
Institute / Organization	University of Colorado
Postal address 1	Campus Box 399
Postal address 2
Town / City	Boulder
Postal code	80309
State	Colorado
Country	United States
Email address	gtucker@cires.colorado.edu
Phone	+1 303 492 6985
Fax

Name	Nicole Gasparini
Type of contact	Model developer
Institute / Organization	Tulane University
Postal address 1
Postal address 2
Town / City	New Orleans
Postal code
State	Louisiana
Country	United States
Email address
Phone
Fax

Name	Erkan Istanbulluoglu
Type of contact	Model developer
Institute / Organization	University of Washington
Postal address 1
Postal address 2
Town / City	Seattle
Postal code
State	Washington
Country	United States
Email address
Phone
Fax

Name	Eric Hutton
Type of contact	Model developer
Institute / Organization	University of Colorado
Postal address 1	CSDMS
Postal address 2
Town / City	Boulder
Postal code	80309
State	Colorado
Country	United States
Email address
Phone
Fax

Supported platforms	Unix, Linux, Mac OS, Windows
Other platform
Programming language	Python
Other program language
Code optimized	Single Processor
Multiple processors implemented
Nr of distributed processors
Nr of shared processors
Start year development	2012
Does model development still take place?	Yes
If above answer is no, provide end year model development
Code development status	Active
When did you indicate the 'code development status'?	2020
Model availability	As code
Source code availability (Or provide future intension)	Through web repository
Source web address	https://github.com/landlab/landlab/
Source csdms web address
Program license type	Other
Program license type other	MIT License
Memory requirements	variable
Typical run time	variable

Describe input parameters	Because this is a toolkit for model building, there are no set input parameters. Rather, developers use the code to create their own models, with their own unique inputs. The ModelParameterDictionary tool provides formatted ASCII input for model parameters. The I/O component also handles input of digital elevation models (DEMs) in standard ArcInfo ASCII format.
Input format	ASCII
Other input format
Describe output parameters	Gridding component provides ASCII and/or netCDF output of grid geometry.
Output format	ASCII
Other output format
Pre-processing software needed?	No
Describe pre-processing software
Post-processing software needed?	No
Describe post-processing software
Visualization software needed?	Yes
If above answer is yes	Matlab
Other visualization software	Python, VisIt

Describe processes represented by the model	As of autumn 2013, the library of process components includes the following: - diffusion (for conductive heat transport, soil transport over terrain, or other applications of diffusion theory) - single-direction flow routing over topography - detachment-limited stream erosion - solar radiation input as a function of topography, latitude, and time - evapotranspiration - soil-moisture dynamics - stochastic storm generation - stochastic wildfire generation - impact cratering - overland flow / flood inundation
Describe key physical parameters and equations	See documentation at: http://landlab.readthedocs.org
Describe length scale and resolution constraints	Depends on application/process
Describe time scale and resolution constraints	Depends on application/process
Describe any numerical limitations and issues	Depends on application/process

Describe available calibration data sets	Varies among components and models
Upload calibration data sets if available:
Describe available test data sets	Varies among components and models. All components include internal consistency checks using the doctest package.
Upload test data sets if available:
Describe ideal data for testing	Varies among components and models

Do you have current or future plans for collaborating with other researchers?	Landlab was created for the scientific community to use and share. We encourage anyone interested to contribute new components and models.

Is there a manual available?	Yes
Upload manual if available:
Model website if any	Documentation online at http://landlab.github.io
Model forum / discussion board

Comments

This part will be filled out by CSDMS staff

OpenMI compliant	No but possible
BMI compliant	No but possible
WMT component	No but possible
PyMT component
Is this a data component

Can be coupled with:

Model info

Authors

Greg Tucker

Gasparini, Istanbulluoglu, Hutton

Source code

Go to external source code site

Model citations

Nr. of publications:	167
Total citations:	2712
h-index:	28
m-quotient:	2.15

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Introduction

History

References

Nr. of publications:	167
Total citations:	2712
h-index:	28
m-quotient:	2.15

Featured reference(s)	Open Access Status	Year	Type of Reference	Cited
Gan, Tian; Tucker, Gregory E.; Hutton, Eric W. H.; Piper, Mark D.; Overeem, Irina; Kettner, Albert J.; Campforts, Benjamin; Moriarty, Julia M.; Undzis, Brianna; Pierce, Ethan; McCready, Lynn; 2024. CSDMS Data Components: data–model integration tools for Earth surface processes modeling. Geoscientific Model Development, 172165–2185. 10.5194/gmd-17-2165-2024	cc-by · publishedVersion	2024	a module overview describing a module	3
Campforts, Benjamin; Shobe, Charles M.; Overeem, Irina; Tucker, Gregory E.; 2022. The Art of Landslides: How Stochastic Mass Wasting Shapes Topography and Influences Landscape Dynamics. Journal of Geophysical Research: Earth Surface, 127. 10.1029/2022JF006745	cc-by · publishedVersion	2022	a module application description	39
Quichimbo, E. Andrés; Singer, Michael Bliss; Michaelides, Katerina; Hobley, Daniel E. J.; Rosolem, Rafael; Cuthbert, Mark O.; 2021. DRYP 1.0: a parsimonious hydrological model of DRYland Partitioning of the water balance. Geoscientific Model Development, 146893–6917. 10.5194/gmd-14-6893-2021	cc-by · publishedVersion	2021	a module overview describing a module	34
Barnhart, Katherine R.; Hutton, Eric W. H.; Tucker, Gregory E.; Gasparini, Nicole M.; Istanbulluoglu, Erkan; Hobley, Daniel E. J.; Lyons, Nathan J.; Mouchene, Margaux; Nudurupati, Sai Siddhartha; Adams, Jordan M.; Bandaragoda, Christina; 2020. Short communication: Landlab v2.0: A software package for Earth surface dynamics. Earth Surface Dynamics, 379-397. 10.5194/esurf-8-379-2020	cc-by · publishedVersion	2020	a module overview describing a module	82
Barnhart, Katherine R.; Glade, Rachel C.; Shobe, Charles M.; Tucker, Gregory E.; 2019. Terrainbento 1.0: a Python package for multi-model analysis in long-term drainage basin evolution. Geoscientific Model Development, 121267–1297. 10.5194/gmd-12-1267-2019	cc-by · publishedVersion	2019	a module overview describing a module	38
Glade, Rachel C.; Shobe, Charles M.; Anderson, Robert S.; Tucker, Gregory E.; 2019. Canyon shape and erosion dynamics governed by channel-hillslope feedbacks. Geology, 47650–654. 10.1130/G46219.1	cc-by · publishedVersion	2019	a module overview describing a module	30
Tucker, Gregory E.; McCoy, Scott W.; Hobley, Daniel E. J.; 2018. A lattice grain model of hillslope evolution. Earth Surface Dynamics, 6563–582. 10.5194/esurf-6-563-2018	cc-by · publishedVersion	2018	a module overview describing a module	13
Barnhart, Katherine; Hutton, Eric; Gasparini, Nicole; Tucker, Gregory; 2018. Lithology: A Landlab submodule for spatially variable rock properties. Journal of Open Source Software, 3979. 10.21105/joss.00979	cc-by · publishedVersion	2018	a module overview describing a module	7
Hobley, Daniel E. J.; Adams, Jordan M.; Nudurupati, Sai Siddhartha; Hutton, Eric W. H.; Gasparini, Nicole M.; Istanbulluoglu, Erkan; Tucker, Gregory E.; 2017. Creative computing with Landlab: an open-source toolkit for building, coupling, and exploring two-dimensional numerical models of Earth-surface dynamics. Earth Surface Dynamics, 521–46. 10.5194/esurf-5-21-2017	cc-by · publishedVersion	2017	a module overview describing a module	232
Adams, Jordan M.; Gasparini, Nicole M.; Hobley, Daniel E. J.; Tucker, Gregory E.; Hutton, Eric W. H.; Nudurupati, Sai S.; Istanbulluoglu, Erkan; 2017. The Landlab v1.0 OverlandFlow component: a Python tool for computing shallow-water flow across watersheds. Geoscientific Model Development, 101645–1663. 10.5194/gmd-10-1645-2017	cc-by · publishedVersion	2017	a module overview describing a module	55
Shobe, Charles M.; Tucker, Gregory E.; Barnhart, Katherine R.; 2017. The SPACE 1.0 model: a Landlab component for 2-D calculation of sediment transport, bedrock erosion, and landscape evolution. Geoscientific Model Development, 104577–4604. 10.5194/gmd-10-4577-2017	cc-by · publishedVersion	2017	a module overview describing a module	83
Wickert, A. D.; 2016. Open-source modular solutions for flexural isostasy: gFlex v1.0. Geoscientific Model Development, 9997–1017. 10.5194/gmd-9-997-2016	cc-by · publishedVersion	2016	a module overview describing a module	71

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