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Yang Chen
Institutions:
Government of Victoria,
Department of Transport and Planning
Observed institutions:
Commonwealth Scientific and Industrial Research Organisation,
The University of Melbourne,
Natural Hazards Research Australia,
Government of Victoria,
Data61,
Department of Transport and Planning,
Monash University
show all 7
ORCID:
0000-0003-2343-7443
Observed ORCID:
0000-0003-2343-7443
OpenAlex ID:
A5020522391
Evaluation of Random Forests (RF) for Regional and Local-Scale Wheat Yield Prediction in Southeast Australia
2022
·
Alexis Pang
, Melissa W L Chang
, et al.
·
Sensors
·
91
PDF
Needle in a haystack: Mapping rare and infrequent crops using satellite imagery and data balancing methods
2019
·
François Waldner
, Yang Chen
, et al.
·
Remote Sensing of Environment
·
70
High temporal resolution of leaf area data improves empirical estimation of grain yield
2019
·
François Waldner
, Heidi Horan
, et al.
·
Scientific Reports
·
59
PDF
Nationwide crop yield estimation based on photosynthesis and meteorological stress indices
2019
·
Yang Chen
, Randall J. Donohue
, et al.
·
Agricultural and Forest Meteorology
·
41
Development of a predictive model for estimating forest surface fuel load in Australian eucalypt forests with LiDAR data
2017
·
Yang Chen
, Xuan Zhu
, et al.
·
Environmental Modelling & Software
·
40
Strata-based forest fuel classification for wild fire hazard assessment using terrestrial LiDAR
2016
·
Yang Chen
, Xuan Zhu
, et al.
·
Journal of Applied Remote Sensing
·
35
PDF
The normalised difference vegetation index as an analytic tool for wheat crop yield prediction: A review and meta-analysis
2025
·
Ignacio Fuentes
, Dhahi Al-Shammari
, et al.
·
Precision Agriculture
·
21
Machine learning produces higher prediction accuracy than the Jarvis-type model of climatic control on stomatal conductance in a dryland wheat agro-ecosystem
2021
·
Alireza Houshmandfar
, Garry O'Leary
, et al.
·
Agricultural and Forest Meteorology
·
19
PDF
Versatile crop yield estimator
2024
·
Yuval Sadeh
, Xuan Zhu
, et al.
·
Agronomy for Sustainable Development
·
14
PDF
Incorporation of mechanistic model outputs as features for data-driven models for yield prediction: a case study on wheat and chickpea
2024
·
Dhahi Al-Shammari
, Yang Chen
, et al.
·
Precision Agriculture
·
12
PDF
A reduced‐tillering trait shows small but important yield gains in dryland wheat production
2020
·
Alireza Houshmandfar
, Noboru Ota
, et al.
·
Global Change Biology
·
12
PDF
To Blend or Not to Blend? A Framework for Nationwide Landsat–MODIS Data Selection for Crop Yield Prediction
2020
·
Yang Chen
, Tim R. McVicar
, et al.
·
Remote Sensing
·
8
PDF
Climate drivers provide valuable insights into late season prediction of Australian wheat yield
2020
·
Kavina Dayal
, Jaclyn N. Brown
, et al.
·
Agricultural and Forest Meteorology
·
4
Changes of microelements, pathogenic bacteria and yield of straw nutrition medium in continuous cropping of cucumber.
2010
·
Lili He
, Yang Chen
, et al.
·
Shenyang Nongye Daxue xuebao
·
1
Preliminary report on breeding of new Qianhua Merino varieties for meat.
2016
·
Ma ZhiHua
, Huaizhi Jiang
, et al.
·
China Herbivore Science
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Works count:
15
Citation count:
427
H-index:
11
I10-index:
11
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