From f418cc0d4005921ff9b86cce5ec7ade45a10d70c Mon Sep 17 00:00:00 2001 From: Felix Riese Date: Tue, 9 Jun 2020 13:33:48 +0200 Subject: [PATCH] Add further references --- README.md | 50 ++++++++++++++++++++++++++++-------------------- bibliography.bib | 17 ++++++++++++++++ 2 files changed, 46 insertions(+), 21 deletions(-) diff --git a/README.md b/README.md index 2984ec1..2cc52b2 100644 --- a/README.md +++ b/README.md @@ -6,11 +6,14 @@ # CNN Soil Texture Classification -1-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data. +1-dimensional convolutional neural networks (CNN) for the classification of +soil texture based on hyperspectral data. ## Description -We present 1-dimensional (1D) convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data. The following CNN models are included: +We present 1-dimensional (1D) convolutional neural networks (CNN) for the +classification of soil texture based on hyperspectral data. The following CNN +models are included: * `LucasCNN` * `LucasResNet` @@ -75,11 +78,27 @@ print(score) ## Citation -The bibtex file including both references is available [here](bibliography.bib). +[1] F. M. Riese, "CNN Soil Texture Classification", +[DOI:10.5281/zenodo.2540718](https://doi.org/10.5281/zenodo.2540718), 2019. -### Paper +[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.2540718.svg)](https://doi.org/10.5281/zenodo.2540718) + +```tex +@misc{riese2019cnn, + author = {Riese, Felix~M.}, + title = {{CNN Soil Texture Classification}}, + year = {2019}, + publisher = {Zenodo}, + DOI = {10.5281/zenodo.2540718}, +} +``` + +## Code is Supplementary Material to -F. M. Riese and S. Keller, "Soil Texture Classification with 1D Convolutional Neural Networks based on Hyperspectral Data", ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. IV-2/W5, pp. 615-621, 2019. [Link](https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/IV-2-W5/615/2019/) +[2] F. M. Riese and S. Keller, "Soil Texture Classification with 1D +Convolutional Neural Networks based on Hyperspectral Data", ISPRS Annals of +Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. IV-2/W5, +pp. 615-621, 2019. [DOI:10.5194/isprs-annals-IV-2-W5-615-2019](https://doi.org/10.5194/isprs-annals-IV-2-W5-615-2019) ```tex @article{riese2019soil, @@ -90,23 +109,12 @@ F. M. Riese and S. Keller, "Soil Texture Classification with 1D Convolutional Ne volume = {IV-2/W5}, pages = {615--621}, doi = {10.5194/isprs-annals-IV-2-W5-615-2019}, - url = {https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/IV-2-W5/615/2019/}, } ``` -### Code +[3] F. M. Riese, "LUCAS Soil Texture Processing Scripts," Zenodo, 2020. +[DOI:0.5281/zenodo.3871431](https://doi.org/10.5281/zenodo.3871431) -F. M. Riese, "CNN Soil Texture Classification", [doi.org/10.5281/zenodo.2540718](https://doi.org/10.5281/zenodo.2540718), 2019. - -[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.2540718.svg)](https://doi.org/10.5281/zenodo.2540718) - -```tex -@misc{riese2019cnn, - author = {Riese, Felix~M.}, - title = {{CNN Soil Texture Classification}}, - year = {2019}, - publisher = {Zenodo}, - DOI = {10.5281/zenodo.2540718}, - howpublished = {\href{https://doi.org/10.5281/zenodo.2540718}{doi.org/10.5281/zenodo.2540718}} -} -``` +[4] Felix M. Riese. "Development and Applications of Machine Learning Methods +for Hyperspectral Data." PhD thesis. Karlsruhe, Germany: Karlsruhe Institute of +Technology (KIT), 2020. [DOI:10.5445/IR/1000120067](https://doi.org/10.5445/IR/1000120067) diff --git a/bibliography.bib b/bibliography.bib index 3d99df7..070166a 100644 --- a/bibliography.bib +++ b/bibliography.bib @@ -17,3 +17,20 @@ @misc{riese2019cnn DOI = {10.5281/zenodo.2540718}, howpublished = {\href{https://doi.org/10.5281/zenodo.2540718}{doi.org/10.5281/zenodo.2540718}} } + +@misc{riese2020lucas, + author = {Riese, Felix~M.}, + title = {{LUCAS Soil Texture Processing Scripts}}, + year = {2020}, + DOI = {10.5281/zenodo.3871431}, + publisher = {Zenodo} +} + +@phdthesis{riese2020development, + author = {Riese, Felix~M.}, + title = {{Development and Applications of Machine Learning Methods for Hyperspectral Data}}, + school = {Karlsruhe Institute of Technology (KIT)}, + year = {2020}, + address = {Karlsruhe, Germany}, + doi = {10.5445/IR/1000120067}, +}