Crop classification from Sentinel-2-derived vegetation indices using ensemble learning
Author:
Affiliation:
1. Shizuoka University, Faculty of Agriculture, Shizuoka
2. Hokkaido University, Graduate School of Agriculture, Sapporo
3. Hokkaido University, Research Faculty of Agriculture, Sapporo
4. Smart Link Hokkaido, Iwamizawa
5. PASCO Corporation, Tokyo
Publisher
SPIE-Intl Soc Optical Eng
Subject
General Earth and Planetary Sciences
Reference95 articles.
1. Assessing the suitability of data from Sentinel-1A and 2A for crop classification
2. Estimating leaf carotenoid contents of shade-grown tea using hyperspectral indices and PROSPECT–D inversion
3. Comparing MODIS and near-surface vegetation indexes for monitoring tropical dry forest phenology along a successional gradient using optical phenology towers
4. Regional-scale winter wheat phenology monitoring using multisensor spatio-temporal fusion in a South Central China growing area
5. Land cover characterization for a watershed in Kenya using MODIS data and Fourier algorithms
Cited by 128 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. Predicting agricultural and meteorological droughts using Holt Winter Conventional 2D-Long Short-Term Memory (HW-Conv2DLSTM);Environmental Monitoring and Assessment;2024-09-02
2. Estimation of standing crop biomass in rangelands of the Middle Atlas mountains using remote sensing data;African Journal of Range & Forage Science;2024-08-27
3. Machine learning-based maize (Zea mays L.) extraction at parcel level using Sentinel 2A-derived spectral indices;Journal of Applied Remote Sensing;2024-08-23
4. A comprehensive deep learning approach for harvest ready sugarcane pixel classification in Punjab, Pakistan using Sentinel-2 multispectral imagery;Remote Sensing Applications: Society and Environment;2024-08
5. Vegetation Indices Time Series to Discriminate Olive Trees Cultivars;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07
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