Projects per year
Personal profile
Research Expertise
GIS, telemetry, image processing, environmental monitoring
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Development of Key Image Processing Methods and Environmental Parameter Models for Formosat-5 Data and Applications( I )
1/08/20 → 31/07/21
Project: Research
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Exploiting Sentinel-1 data and machine learning–based random forest for collectively mapping rice fields in Taiwan
Son, N. T., Chen, C. F., Chen, C. R., Cheng, Y. S., Toscano, P., Syu, C. H., Guo, H. Y., Chen, S. L., Liu, T. S., Zhang, Y. T., Lin, H. S., Chen, S. H. & Valdez, M., 2022, (Accepted/In press) In: Applied Geomatics.Research output: Contribution to journal › Article › peer-review
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Field-scale rice yield prediction from Sentinel-2 monthly image composites using machine learning algorithms
Son, N. T., Chen, C. F., Cheng, Y. S., Toscano, P., Chen, C. R., Chen, S. L., Tseng, K. H., Syu, C. H., Guo, H. Y. & Zhang, Y. T., Jul 2022, In: Ecological Informatics. 69, 101618.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Lake algal bloom monitoring via remote sensing with biomimetic and computational intelligence
Sun, Z., Chang, N. B., Chen, C. F. & Gao, W., Sep 2022, In: International Journal of Applied Earth Observation and Geoinformation. 113, 102991.Research output: Contribution to journal › Article › peer-review
Open Access -
Modelling wildfire susceptibility in Belize’s ecosystems and protected areas using machine learning and knowledge-based methods
Chicas, S. D., Østergaard Nielsen, J., Valdez, M. C. & Chen, C. F., 2022, (Accepted/In press) In: Geocarto International.Research output: Contribution to journal › Article › peer-review
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Agroshadow: A new sentinel-2 cloud shadow detection tool for precision agriculture
Magno, R., Rocchi, L., Dainelli, R., Matese, A., Gennaro, S. F. D., Chen, C. F., Son, N. T. & Toscano, P., 2 Mar 2021, In: Remote Sensing. 13, 6, 1219.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations