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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,116 +1,120 @@ | ||
| @article{Gorelick2017, | ||
| title={Google Earth Engine: Planetary-scale geospatial analysis for everyone}, | ||
| author={Gorelick, Noel and Hancher, Matt and Dixon, Mike and Ilyushchenko, Simon and Thau, David and Moore, Rebecca}, | ||
| journal={Remote sensing of Environment}, | ||
| volume={202}, | ||
| pages={18--27}, | ||
| year={2017}, | ||
| publisher={Elsevier} | ||
| title="{Google Earth Engine: Planetary-scale geospatial analysis for everyone}", | ||
| author="Gorelick, Noel and Hancher, Matt and Dixon, Mike and Ilyushchenko, Simon and Thau, David and Moore, Rebecca", | ||
| journal="Remote sensing of Environment", | ||
| volume=202, | ||
| pages="18--27", | ||
| year=2017, | ||
| publisher="Elsevier", | ||
| doi="10.1016/j.rse.2017.06.031", | ||
| } | ||
|
|
||
| @article{Mayer2021, | ||
| title={Deep learning approach for Sentinel-1 surface water mapping leveraging Google Earth Engine}, | ||
| author={Mayer, Timothy and Poortinga, Ate and Bhandari, Biplov and Nicolau, Andrea P and Markert, Kel and Thwal, Nyein Soe and Markert, Amanda and Haag, Arjen and Kilbride, John and Chishtie, Farrukh and others}, | ||
| journal={ISPRS Open Journal of Photogrammetry and Remote Sensing}, | ||
| volume={2}, | ||
| pages={100005}, | ||
| year={2021}, | ||
| publisher={Elsevier} | ||
| title="{Deep learning approach for Sentinel-1 surface water mapping leveraging Google Earth Engine}", | ||
| author="Mayer, Timothy and Poortinga, Ate and Bhandari, Biplov and Nicolau, Andrea P and Markert, Kel and Thwal, Nyein Soe and Markert, Amanda and Haag, Arjen and Kilbride, John and Chishtie, Farrukh and others", | ||
| journal="ISPRS Open Journal of Photogrammetry and Remote Sensing", | ||
| volume=2, | ||
| pages=100005, | ||
| year=2021, | ||
| publisher="Elsevier", | ||
| doi="10.1016/j.ophoto.2021.100005" | ||
| } | ||
|
|
||
| @article{Mayer2023, | ||
| title={Employing the agricultural classification and estimation service (ACES) for mapping smallholder rice farms in Bhutan}, | ||
| author={Mayer, Timothy and Bhandari, Biplov and Mart{\'\i}nez, Filoteo G{\'o}mez and Walker, Kaitlin and Jim{\'e}nez, Stephanie A and Kruskopf, Meryl and Maganini, Micky and Phalke, Aparna and Wangchen, Tshering and Phuntsho, Loday and others}, | ||
| journal={Frontiers in Environmental Science}, | ||
| volume={11}, | ||
| pages={1137835}, | ||
| year={2023}, | ||
| publisher={Frontiers} | ||
| title="{Employing the agricultural classification and estimation service (ACES) for mapping smallholder rice farms in Bhutan}", | ||
| author="Mayer, Timothy and Bhandari, Biplov and Mart{\'\i}nez, Filoteo G{\'o}mez and Walker, Kaitlin and Jim{\'e}nez, Stephanie A and Kruskopf, Meryl and Maganini, Micky and Phalke, Aparna and Wangchen, Tshering and Phuntsho, Loday and others", | ||
| journal="Frontiers in Environmental Science", | ||
| volume=11, | ||
| pages=1137835, | ||
| year=2023, | ||
| publisher="Frontiers", | ||
| doi="10.3389/fenvs.2023.1137835" | ||
| } | ||
|
|
||
| @article{Bhandari2024, | ||
| title={Comparing Deep Learning Models for Rice Mapping in Bhutan using High Resolution Satellite Imagery}, | ||
| author={Bhandari, Biplov and Mayer, Timothy}, | ||
| journal={ISPRS Open Journal of Photogrammetry and Remote Sensing}, | ||
| volume={to appear}, | ||
| pages={to appear}, | ||
| year={2024}, | ||
| publisher={Elsevier}, | ||
| note={under review} | ||
| title="{Comparing Deep Learning Models for Rice Mapping in Bhutan using High Resolution Satellite Imagery}", | ||
| author="Bhandari, Biplov and Mayer, Timothy", | ||
| journal="ISPRS Open Journal of Photogrammetry and Remote Sensing", | ||
| volume="to appear", | ||
| pages="to appear", | ||
| year="2024", | ||
| publisher="Elsevier", | ||
| note="under review" | ||
| } | ||
|
|
||
| @misc{bhandari2024comparing, | ||
| title={Comparing Deep Learning Models for Rice Mapping in Bhutan Using High Resolution Satellite Imagery}, | ||
| author={Biplov Bhandari and Timothy Mayer}, | ||
| year={2024}, | ||
| eprint={2406.07482}, | ||
| archivePrefix={arXiv}, | ||
| primaryClass={cs.CV}, | ||
| url={https://arxiv.org/abs/2406.07482}, | ||
| title="{Comparing Deep Learning Models for Rice Mapping in Bhutan Using High Resolution Satellite Imagery}", | ||
| author="Biplov Bhandari and Timothy Mayer", | ||
| year=2024, | ||
| eprint="2406.07482", | ||
| archivePrefix="arXiv", | ||
| primaryClass="cs.CV", | ||
| doi="10.48550/arXiv.2406.07482" | ||
| } | ||
|
|
||
| @article{Bakkestuen2023, | ||
| title={Delineation of Wetland Areas in South Norway from Sentinel-2 Imagery and LiDAR Using TensorFlow, U-Net, and Google Earth Engine}, | ||
| author={Bakkestuen, Vegar and Venter, Zander and Ganer{\o}d, Alexandra Jarna and Framstad, Erik}, | ||
| journal={Remote Sensing}, | ||
| volume={15}, | ||
| number={5}, | ||
| pages={1203}, | ||
| year={2023}, | ||
| publisher={MDPI} | ||
| title="{Delineation of Wetland Areas in South Norway from Sentinel-2 Imagery and LiDAR Using TensorFlow, U-Net, and Google Earth Engine}", | ||
| author="Bakkestuen, Vegar and Venter, Zander and Ganer{\o}d, Alexandra Jarna and Framstad, Erik", | ||
| journal="Remote Sensing", | ||
| volume=15, | ||
| number=5, | ||
| pages=1203, | ||
| year=2023, | ||
| publisher="MDPI", | ||
| doi="10.3390/rs15051203" | ||
| } | ||
|
|
||
| @article{Poortinga2021, | ||
| title={Mapping sugarcane in Thailand using transfer learning, a lightweight convolutional neural network, NICFI high resolution satellite imagery and Google Earth Engine}, | ||
| author={Poortinga, Ate and Thwal, Nyein Soe and Khanal, Nishanta and Mayer, Timothy and Bhandari, Biplov and Markert, Kel and Nicolau, Andrea P and Dilger, John and Tenneson, Karis and Clinton, Nicholas and others}, | ||
| journal={ISPRS Open Journal of Photogrammetry and Remote Sensing}, | ||
| volume={1}, | ||
| pages={100003}, | ||
| year={2021}, | ||
| publisher={Elsevier} | ||
| title="{Mapping sugarcane in Thailand using transfer learning, a lightweight convolutional neural network, NICFI high resolution satellite imagery and Google Earth Engine}", | ||
| author="Poortinga, Ate and Thwal, Nyein Soe and Khanal, Nishanta and Mayer, Timothy and Bhandari, Biplov and Markert, Kel and Nicolau, Andrea P and Dilger, John and Tenneson, Karis and Clinton, Nicholas and others", | ||
| journal="ISPRS Open Journal of Photogrammetry and Remote Sensing", | ||
| volume=1, | ||
| pages=100003, | ||
| year=2021, | ||
| publisher="Elsevier", | ||
| doi="10.1016/j.ophoto.2021.100003" | ||
| } | ||
|
|
||
| @article{Parekh2021, | ||
| title={Automatic detection of impervious surfaces from remotely sensed data using deep learning}, | ||
| author={Parekh, Jash R and Poortinga, Ate and Bhandari, Biplov and Mayer, Timothy and Saah, David and Chishtie, Farrukh}, | ||
| journal={Remote Sensing}, | ||
| volume={13}, | ||
| number={16}, | ||
| pages={3166}, | ||
| year={2021}, | ||
| publisher={MDPI} | ||
| title="{Automatic detection of impervious surfaces from remotely sensed data using deep learning}", | ||
| author="Parekh, Jash R and Poortinga, Ate and Bhandari, Biplov and Mayer, Timothy and Saah, David and Chishtie, Farrukh", | ||
| journal="Remote Sensing", | ||
| volume=13, | ||
| number=16, | ||
| pages=3166, | ||
| year=2021, | ||
| publisher="MDPI", | ||
| doi="10.3390/rs13163166" | ||
| } | ||
|
|
||
| @inproceedings{Stewart_TorchGeo_Deep_Learning_2022, | ||
| address={Seattle, Washington}, | ||
| author={Stewart, Adam J. and Robinson, Caleb and Corley, Isaac A. and Ortiz, Anthony and Lavista Ferres, Juan M. and Banerjee, Arindam}, | ||
| booktitle={Proceedings of the 30th International Conference on Advances in Geographic Information Systems}, | ||
| doi={10.1145/3557915.3560953}, | ||
| month=nov, | ||
| pages={1--12}, | ||
| publisher={Association for Computing Machinery}, | ||
| series={SIGSPATIAL '22}, | ||
| title={{TorchGeo}: Deep Learning With Geospatial Data}, | ||
| url={https://dl.acm.org/doi/10.1145/3557915.3560953}, | ||
| year={2022} | ||
| address="Seattle, Washington", | ||
| author="Stewart, Adam J. and Robinson, Caleb and Corley, Isaac A. and Ortiz, Anthony and Lavista Ferres, Juan M. and Banerjee, Arindam", | ||
| booktitle="{Proceedings of the 30th International Conference on Advances in Geographic Information Systems}", | ||
| doi="10.1145/3557915.3560953", | ||
| month="Nov", | ||
| pages="1--12", | ||
| publisher="Association for Computing Machinery", | ||
| series="SIGSPATIAL '22", | ||
| title="{TorchGeo: Deep Learning With Geospatial Data}", | ||
| year=2022 | ||
| } | ||
|
|
||
| @article{Wu2020, | ||
| doi={10.21105/joss.02305}, | ||
| url={https://doi.org/10.21105/joss.02305}, | ||
| year={2020}, | ||
| publisher={The Open Journal}, | ||
| volume={5}, | ||
| number={51}, | ||
| pages={2305}, | ||
| author={Qiusheng Wu}, | ||
| title={geemap: A Python package for interactive mapping with Google Earth Engine}, | ||
| journal={Journal of Open Source Software} | ||
| doi="10.21105/joss.02305", | ||
| year=2020, | ||
| publisher="The Open Journal", | ||
| volume=5, | ||
| number=51, | ||
| pages=2305, | ||
| author="Qiusheng Wu", | ||
| title="{geemap: A Python package for interactive mapping with Google Earth Engine}", | ||
| journal="Journal of Open Source Software" | ||
| } | ||
|
|
||
| @misc{rastervision, | ||
| author = {Azavea/Element 84, Robert Cheetham}, | ||
| doi = {10.5281/zenodo.8018177}, | ||
| title = {Raster Vision: An open source library and framework for deep learning on satellite and aerial imagery (2017-2023).}, | ||
| url = {https://github.com/azavea/raster-vision} | ||
| author="Azavea/Element 84, Robert Cheetham", | ||
| doi="10.5281/zenodo.11123303", | ||
| title="{Raster Vision: An open source library and framework for deep learning on satellite and aerial imagery (2017-2023)}", | ||
| url="https://github.com/azavea/raster-vision" | ||
| } |
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