Leaf area index estimation model for UAV image hyperspectral data based on wavelength variable selection and machine learning methods
出版年份 2021 全文链接
标题
Leaf area index estimation model for UAV image hyperspectral data based on wavelength variable selection and machine learning methods
作者
关键词
-
出版物
Plant Methods
Volume 17, Issue 1, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2021-05-03
DOI
10.1186/s13007-021-00750-5
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Wheat Yellow Rust Detection Using UAV-Based Hyperspectral Technology
- (2021) Anting Guo et al. Remote Sensing
- Meta-learning baselines and database for few-shot classification in agriculture
- (2021) Yang Li et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- An evaluation of machine learning classifiers for next-generation, continuous-ethogram smart trackers
- (2021) Hui Yu et al. Movement Ecology
- Few-shot cotton pest recognition and terminal realization
- (2020) Yang Li et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- A comparative study on dimensionality reduction of dielectric spectral data for the classification of basal stem rot (BSR) disease in oil palm
- (2020) Alfadhl Yahya Khaled et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Estimation of Crop Growth Parameters Using UAV-Based Hyperspectral Remote Sensing Data
- (2020) Huilin Tao et al. SENSORS
- Wheat Growth Monitoring and Yield Estimation based on Multi-Rotor Unmanned Aerial Vehicle
- (2020) Zhaopeng Fu et al. Remote Sensing
- Enhancing the Nitrogen Signals of Rice Canopies across Critical Growth Stages through the Integration of Textural and Spectral Information from Unmanned Aerial Vehicle (UAV) Multispectral Imagery
- (2020) Hengbiao Zheng et al. Remote Sensing
- Wheat ear counting using K-means clustering segmentation and convolutional neural network
- (2020) Xin Xu et al. Plant Methods
- Leaf Area Index Estimation Algorithm for GF-5 Hyperspectral Data Based on Different Feature Selection and Machine Learning Methods
- (2020) Zhulin Chen et al. Remote Sensing
- ANN-Based Continual Classification in Agriculture
- (2020) Yang Li et al. Agriculture-Basel
- An optimized non-linear vegetation index for estimating leaf area index in winter wheat
- (2019) Wei Feng et al. PRECISION AGRICULTURE
- Estimating Above-Ground Biomass of Maize Using Features Derived from UAV-Based RGB Imagery
- (2019) Yaxiao Niu et al. Remote Sensing
- A newly developed method to extract the optimal hyperspectral feature for monitoring leaf biomass in wheat
- (2019) Min Jia et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Remote estimation of rice LAI based on Fourier spectrum texture from UAV image
- (2019) Bo Duan et al. Plant Methods
- A hybrid training approach for leaf area index estimation via Cubist and random forests machine-learning
- (2018) Rasmus Houborg et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A robust vegetation index for remotely assessing chlorophyll content of dorsiventral leaves across several species in different seasons
- (2018) Shan Lu et al. Plant Methods
- A Comparison of Crop Parameters Estimation Using Images from UAV-Mounted Snapshot Hyperspectral Sensor and High-Definition Digital Camera
- (2018) Jibo Yue et al. Remote Sensing
- Predicting grain yield in rice using multi-temporal vegetation indices from UAV-based multispectral and digital imagery
- (2017) X. Zhou et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Estimation of Wheat LAI at Middle to High Levels Using Unmanned Aerial Vehicle Narrowband Multispectral Imagery
- (2017) Xia Yao et al. Remote Sensing
- Prediction of Soluble Solids Content and Firmness of Pears Using Hyperspectral Reflectance Imaging
- (2015) Shuxiang Fan et al. Food Analytical Methods
- Combining UAV-based plant height from crop surface models, visible, and near infrared vegetation indices for biomass monitoring in barley
- (2015) Juliane Bendig et al. International Journal of Applied Earth Observation and Geoinformation
- Spectral feature selection and classification of roofing materials using field spectroscopy data
- (2015) Sarah Hanim Samsudin et al. Journal of Applied Remote Sensing
- Estimation of crop LAI using hyperspectral vegetation indices and a hybrid inversion method
- (2015) Liang Liang et al. REMOTE SENSING OF ENVIRONMENT
- Identification of solid state fermentation degree with FT-NIR spectroscopy: Comparison of wavelength variable selection methods of CARS and SCARS
- (2015) Hui Jiang et al. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
- Combined Multi-Temporal Optical and Radar Parameters for Estimating LAI and Biomass in Winter Wheat Using HJ and RADARSAR-2 Data
- (2015) Xiuliang Jin et al. Remote Sensing
- Leaf Area Index Estimation Using Vegetation Indices Derived From Airborne Hyperspectral Images in Winter Wheat
- (2014) Qiaoyun Xie et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Multiple-line cross QTL mapping for biomass yield and plant height in triticale (× Triticosecale Wittmack)
- (2013) Katharina V. Alheit et al. THEORETICAL AND APPLIED GENETICS
- Assessment of vegetation indices for regional crop green LAI estimation from Landsat images over multiple growing seasons
- (2012) Jiangui Liu et al. REMOTE SENSING OF ENVIRONMENT
- Multispectral Remote Sensing from Unmanned Aircraft: Image Processing Workflows and Applications for Rangeland Environments
- (2011) Andrea S. Laliberte et al. Remote Sensing
- Estimation of vegetation LAI from hyperspectral reflectance data: Effects of soil type and plant architecture
- (2008) Roshanak Darvishzadeh et al. International Journal of Applied Earth Observation and Geoinformation
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search