A machine learning approach targeting parameter estimation for plant functional type coexistence modeling using ELM-FATES (v2.0)

Lingcheng Li; Yilin Fang; Zhonghua Zheng; Mingjie Shi; Marcos Longo; Charles D. Koven; Jennifer A. Holm; Rosie A. Fisher; Nate G. McDowell; Jeffrey Chambers; L. Ruby Leung

doi:10.5194/gmd-16-4017-2023

A machine learning approach targeting parameter estimation for plant functional type coexistence modeling using ELM-FATES (v2.0)

Lingcheng Li
, Yilin Fang
, Zhonghua Zheng
, Mingjie Shi
, Marcos Longo
, Charles D. Koven
, Jennifer A. Holm
, Rosie A. Fisher
, Nate G. McDowell
, Jeffrey Chambers
, L. Ruby Leung

Earth and Environmental Sciences - Academic & Research

Research output: Contribution to journal › Article › peer-review

Original language	English
Journal	Geoscientific Model Development
DOIs	https://doi.org/10.5194/gmd-16-4017-2023
Publication status	Published - 17 Jul 2023

Access to Document

10.5194/gmd-16-4017-2023

Cite this

@article{dfec860a874e4950b7740518d39a0daf,

title = "A machine learning approach targeting parameter estimation for plant functional type coexistence modeling using ELM-FATES (v2.0)",

author = "Lingcheng Li and Yilin Fang and Zhonghua Zheng and Mingjie Shi and Marcos Longo and Koven, \{Charles D.\} and Holm, \{Jennifer A.\} and Fisher, \{Rosie A.\} and McDowell, \{Nate G.\} and Jeffrey Chambers and Leung, \{L. Ruby\}",

year = "2023",

month = jul,

day = "17",

doi = "10.5194/gmd-16-4017-2023",

language = "English",

journal = "Geoscientific Model Development",

issn = "1991-959X",

publisher = "Copernicus Publications",

}

TY - JOUR

T1 - A machine learning approach targeting parameter estimation for plant functional type coexistence modeling using ELM-FATES (v2.0)

AU - Li, Lingcheng

AU - Fang, Yilin

AU - Zheng, Zhonghua

AU - Shi, Mingjie

AU - Longo, Marcos

AU - Koven, Charles D.

AU - Holm, Jennifer A.

AU - Fisher, Rosie A.

AU - McDowell, Nate G.

AU - Chambers, Jeffrey

AU - Leung, L. Ruby

PY - 2023/7/17

Y1 - 2023/7/17

UR - https://doi.org/10.5194/gmd-16-4017-2023

U2 - 10.5194/gmd-16-4017-2023

DO - 10.5194/gmd-16-4017-2023

M3 - Article

SN - 1991-959X

JO - Geoscientific Model Development

JF - Geoscientific Model Development

ER -

A machine learning approach targeting parameter estimation for plant functional type coexistence modeling using ELM-FATES (v2.0)

Access to Document

Other files and links

Cite this