Publications

2024

1. Sci. Total Environ.

   

   Mid-infrared spectroscopy determines the provenance of coastal marine soils and their organic and inorganic carbon content

   Lewis Walden, Oscar Serrano, Zefang Shen, and 5 more authors

   Science of The Total Environment, 2024

   Bib HTML

   @article{walden2024mid,
     title = {Mid-infrared spectroscopy determines the provenance of coastal marine soils and their organic and inorganic carbon content},
     author = {Walden, Lewis and Serrano, Oscar and Shen, Zefang and Zhang, Mingxi and Lavery, Paul and Luo, Zhongkui and Gao, Lei and Rossel, RA Viscarra},
     journal = {Science of The Total Environment},
     pages = {174871},
     year = {2024},
     publisher = {Elsevier},
     url = {https://doi.org/10.1016/j.scitotenv.2024.174871},
   }

2. Earth-Sicence Rev.

   

   An imperative for soil spectroscopic modelling is to think global but fit local with transfer learning

   Raphael A Viscarra Rossel, Zefang Shen, Leonardo Ramirez Lopez, and 8 more authors

   Earth-Science Reviews, 2024

   Bib HTML

   @article{rossel2024imperative,
     title = {An imperative for soil spectroscopic modelling is to think global but fit local with transfer learning},
     author = {Rossel, Raphael A Viscarra and Shen, Zefang and Lopez, Leonardo Ramirez and Behrens, Thorsten and Shi, Zhou and Wetterlind, Johanna and Sudduth, Kenneth A and Stenberg, Bo and Guerrero, Cesar and Gholizadeh, Asa and others},
     journal = {Earth-Science Reviews},
     pages = {104797},
     year = {2024},
     publisher = {Elsevier},
     url = {https://doi.org/10.1016/j.earscirev.2024.104797},
   }

3. GCB

   

   How much organic carbon could the soil store? The carbon sequestration potential of Australian soil

   RA Viscarra Rossel, R Webster, M Zhang, and 4 more authors

   Global Change Biology, 2024

   Bib HTML

   @article{viscarra2024much,
     title = {How much organic carbon could the soil store? The carbon sequestration potential of Australian soil},
     author = {Viscarra Rossel, RA and Webster, R and Zhang, M and Shen, Zefang and Dixon, Kingsley and Wang, Y-P and Walden, Lewis},
     journal = {Global Change Biology},
     volume = {30},
     number = {1},
     pages = {e17053},
     year = {2024},
     publisher = {Wiley Online Library},
   }

2023

1. Commun. Earth Environ.

   

   Multi-scale mapping of Australia’s terrestrial and blue carbon stocks and their continental and bioregional drivers

   Lewis Walden, Oscar Serrano, Mingxi Zhang, and 8 more authors

   Communications Earth & Environment, 2023

   Bib HTML

   @article{walden2023multi,
     title = {Multi-scale mapping of Australia’s terrestrial and blue carbon stocks and their continental and bioregional drivers},
     author = {Walden, Lewis and Serrano, Oscar and Zhang, Mingxi and Shen, Zefang and Sippo, James Z and Bennett, Lauren T and Maher, Damien T and Lovelock, Catherine E and Macreadie, Peter I and Gorham, Connor and others},
     journal = {Communications Earth \& Environment},
     volume = {4},
     number = {1},
     pages = {189},
     year = {2023},
     publisher = {Nature Publishing Group UK London},
   }

2022

1. AGU

   

   Accurate Local Soil Carbon Modelling Using Deep Transfer Learning on Large Soil Spectral Libraries

   Zefang Shen, and Raphael Viscarra Rossel

   In AGU Fall Meeting Abstracts, 2022

   Bib HTML

   @inproceedings{shen2022accurate,
     title = {Accurate Local Soil Carbon Modelling Using Deep Transfer Learning on Large Soil Spectral Libraries},
     author = {Shen, Zefang and Viscarra Rossel, Raphael},
     booktitle = {AGU Fall Meeting Abstracts},
     volume = {2022},
     pages = {GC13A--01},
     year = {2022},
   }

2. SOIL

   

   Miniaturised visible and near-infrared spectrometers for assessing soil health indicators in mine site rehabilitation

   Zefang Shen, Haylee D’Agui, Lewis Walden, and 8 more authors

   Soil, 2022

   Bib HTML

   @article{shen2022miniaturised,
     title = {Miniaturised visible and near-infrared spectrometers for assessing soil health indicators in mine site rehabilitation},
     author = {Shen, Zefang and D'Agui, Haylee and Walden, Lewis and Zhang, Mingxi and Yiu, Tsoek Man and Dixon, Kingsley and Nevill, Paul and Cross, Adam and Matangulu, Mohana and Hu, Yang and others},
     journal = {Soil},
     volume = {8},
     number = {2},
     pages = {467--486},
     year = {2022},
     publisher = {Copernicus Publications G{\"o}ttingen, Germany},
   }

3. EJSS

   Diffuse reflectance spectroscopy for estimating soil properties: A technology for the 21st century

   Raphael A Viscarra Rossel, Thorsten Behrens, Eyal Ben-Dor, and 8 more authors

   European Journal of Soil Science, 2022

   Bib HTML

   @article{viscarra2022diffuse,
     title = {Diffuse reflectance spectroscopy for estimating soil properties: A technology for the 21st century},
     author = {Viscarra Rossel, Raphael A and Behrens, Thorsten and Ben-Dor, Eyal and Chabrillat, Sabine and Dematt{\e}, Jos{\'e} Alexandre Melo and Ge, Yufeng and Gomez, Cecile and Guerrero, C{\'e}sar and Peng, Yi and Ramirez-Lopez, Leonardo and others},
     journal = {European Journal of Soil Science},
     volume = {73},
     number = {4},
     pages = {e13271},
     year = {2022},
     publisher = {Wiley Online Library},
   }

4. P&RS

   

   Deep transfer learning of global spectra for local soil carbon monitoring

   Zefang Shen, Leonardo Ramirez-Lopez, Thorsten Behrens, and 8 more authors

   ISPRS Journal of Photogrammetry and Remote Sensing, 2022

   Bib HTML

   @article{shen2022deep,
     title = {Deep transfer learning of global spectra for local soil carbon monitoring},
     author = {Shen, Zefang and Ramirez-Lopez, Leonardo and Behrens, Thorsten and Cui, Lei and Zhang, Mingxi and Walden, Lewis and Wetterlind, Johanna and Shi, Zhou and Sudduth, Kenneth A and Baumann, Philipp and others},
     journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
     volume = {188},
     pages = {190--200},
     year = {2022},
     publisher = {Elsevier},
   }

5. SOIL

   

   Estimating soil fungal abundance and diversity at a macroecological scale with deep learning spectrotransfer functions

   Yuanyuan Yang, Zefang Shen, Andrew Bissett, and 1 more author

   Soil, 2022

   Bib HTML

   @article{yang2022estimating,
     title = {Estimating soil fungal abundance and diversity at a macroecological scale with deep learning spectrotransfer functions},
     author = {Yang, Yuanyuan and Shen, Zefang and Bissett, Andrew and Viscarra Rossel, Raphael A},
     journal = {Soil},
     volume = {8},
     number = {1},
     pages = {223--235},
     year = {2022},
     publisher = {Copernicus Publications G{\"o}ttingen, Germany},
   }

2021

1. Sci. Rep.

   

   Wavelet geographically weighted regression for spectroscopic modelling of soil properties

   Yongze Song, Zefang Shen, Peng Wu, and 1 more author

   Scientific Reports, 2021

   Bib HTML

   @article{song2021wavelet,
     title = {Wavelet geographically weighted regression for spectroscopic modelling of soil properties},
     author = {Song, Yongze and Shen, Zefang and Wu, Peng and Viscarra Rossel, RA},
     journal = {Scientific Reports},
     volume = {11},
     number = {1},
     pages = {17503},
     year = {2021},
     publisher = {Nature Publishing Group UK London},
   }

2. Sci. Rep.

   

   Automated spectroscopic modelling with optimised convolutional neural networks

   Zefang Shen, and RA Viscarra Rossel

   Scientific Reports, 2021

   Bib HTML

   @article{shen2021automated,
     title = {Automated spectroscopic modelling with optimised convolutional neural networks},
     author = {Shen, Zefang and Viscarra Rossel, RA},
     journal = {Scientific Reports},
     volume = {11},
     number = {1},
     pages = {208},
     year = {2021},
     publisher = {Nature Publishing Group UK London},
   }

2019

1. IFToMM

   

   A customized one-degree-of-freedom linkage based leg exoskeleton for continuous passive motion rehabilitation

   Zefang Shen, Tele Tan, Garry Allison, and 1 more author

   In Advances in Italian Mechanism Science: Proceedings of the Second International Conference of IFToMM Italy, 2019

   Bib HTML

   @inproceedings{shen2019customized,
     title = {A customized one-degree-of-freedom linkage based leg exoskeleton for continuous passive motion rehabilitation},
     author = {Shen, Zefang and Tan, Tele and Allison, Garry and Cui, Lei},
     booktitle = {Advances in Italian Mechanism Science: Proceedings of the Second International Conference of IFToMM Italy},
     pages = {518--526},
     year = {2019},
     organization = {Springer},
   }

2018

1. ASME JMD

   

   An integrated type and dimensional synthesis method to design one degree-of-freedom planar linkages with only revolute joints for exoskeletons

   Zefang Shen, Garry Allison, and Lei Cui

   Journal of Mechanical Design, 2018

   Bib HTML

   @article{shen2018integrated,
     title = {An integrated type and dimensional synthesis method to design one degree-of-freedom planar linkages with only revolute joints for exoskeletons},
     author = {Shen, Zefang and Allison, Garry and Cui, Lei},
     journal = {Journal of Mechanical Design},
     volume = {140},
     number = {9},
     pages = {092302},
     year = {2018},
     publisher = {American Society of Mechanical Engineers},
   }

2. IJMERR

   

   A simulation-based study on a clutch-spring mechanism reducing human walking metabolic cost

   Zefang Shen, Scott Sam, Garry Allison, and 1 more author

   International Journal of Mechanical Engineering and Robotics Research, 2018

   Bib HTML

   @article{shen2018simulation,
     title = {A simulation-based study on a clutch-spring mechanism reducing human walking metabolic cost},
     author = {Shen, Zefang and Sam, Scott and Allison, Garry and Cui, Lei},
     journal = {International Journal of Mechanical Engineering and Robotics Research},
     volume = {7},
     number = {1},
     pages = {55--60},
     year = {2018},
   }