Creating a spatially continuous air temperature dataset for Taiwan using thermal remote-sensing data and machine learning algorithms
Author:
Funder
National Science and Technology Council
Publisher
Elsevier BV
Subject
Ecology,Ecology, Evolution, Behavior and Systematics,General Decision Sciences
Reference80 articles.
1. Estimating air surface temperature in Portugal using MODIS LST data;Benali;Remote Sens. Environ.,2012
2. Random forests;Breiman;Mach. Learn.,2001
3. A 1-km hourly air-temperature model for 13 northeastern US states using remotely sensed and ground-based measurements;Carrión;Environ. Res.,2021
4. Chen, T., Guestrin, C., 2016. Xgboost: a scalable tree boosting system. Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco California USA.
5. A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter;Chen;Remote Sens. Environ.,2004
Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Assessing the impacts of temperature extremes on agriculture yield and projecting future extremes using machine learning and deep learning approaches with CMIP6 data;International Journal of Applied Earth Observation and Geoinformation;2024-08
2. Waste-to-energy poly-generation scheme for hydrogen/freshwater/power/oxygen/heating capacity production; optimized by regression machine learning algorithms;Process Safety and Environmental Protection;2024-07
3. Rethinking our world: a perspective on a cleaner globe emerging from reduced anthropogenic activities;Geoscience Letters;2024-02-27
4. Advancements in the Temperature-Soil Moisture Dryness Index (TMDI) for Drought Monitoring in Southwestern Taiwan;IEEE Transactions on Geoscience and Remote Sensing;2024
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3