An explainable XGBoost model improved by SMOTE-ENN technique for maize lodging detection based on multi-source unmanned aerial vehicle images

Monitoring maize canopy chlorophyll density under lodging stress based on UAV hyperspectral imagery

(2022) Qian Sun et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Early season detection of rice plants using RGB, NIR-G-B and multispectral images from unmanned aerial vehicle (UAV)

(2020) Hengbiao Zheng et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Semantic Segmentation Using Deep Learning with Vegetation Indices for Rice Lodging Identification in Multi-date UAV Visible Images

(2020) Ming-Der Yang et al.   Remote Sensing

Interpretation of machine learning models using shapley values: application to compound potency and multi-target activity predictions

(2020) Raquel Rodríguez-Pérez et al.   JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN

Effect of Textural Features in Remote Sensed Data on Rubber Plantation Extraction at Different Levels of Spatial Resolution

(2020) Chenchen Zhang et al.   Forests

Quantifying Lodging Percentage and Lodging Severity Using a UAV-Based Canopy Height Model Combined with an Objective Threshold Approach

(2019) Norman Wilke et al.   Remote Sensing

Modeling maize above-ground biomass based on machine learning approaches using UAV remote-sensing data

(2019) Liang Han et al.   Plant Methods

Remote sensing-based crop lodging assessment: Current status and perspectives

(2019) Sugandh Chauhan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

High-Throughput Phenotyping Enabled Genetic Dissection of Crop Lodging in Wheat

(2019) Daljit Singh et al.   Frontiers in Plant Science

Monitoring of maize lodging using multi-temporal Sentinel-1 SAR data

(2019) Meiyan Shu et al.   ADVANCES IN SPACE RESEARCH

Measuring continuous landscape patterns with Gray-Level Co-Occurrence Matrix (GLCM) indices: An alternative to patch metrics?

(2019) Yujin Park et al.   ECOLOGICAL INDICATORS

Shapley additive explanations for NO2 forecasting

(2019) María Vega García et al.   Ecological Informatics

Estimation of crop angle of inclination for lodged wheat using multi-sensor SAR data

(2019) Sugandh Chauhan et al.   REMOTE SENSING OF ENVIRONMENT

Low Orbiting Satellite and Small UAS-Based High-Resolution Imagery Data to Quantify Crop Lodging: A Case Study in Irrigated Spearmint

(2019) Juan Quiros Vargas et al.   IEEE Geoscience and Remote Sensing Letters

Estimates of rice lodging using indices derived from UAV visible and thermal infrared images

(2018) Tao Liu et al.   AGRICULTURAL AND FOREST METEOROLOGY

A Survey on Deep Learning

(2018) Samira Pouyanfar et al.   ACM COMPUTING SURVEYS

Quantitative Identification of Maize Lodging-Causing Feature Factors Using Unmanned Aerial Vehicle Images and a Nomogram Computation

(2018) Liang Han et al.   Remote Sensing

Unmanned Aerial System (UAS)-based phenotyping of soybean using multi-sensor data fusion and extreme learning machine

(2017) Maitiniyazi Maimaitijiang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Characterizing Lodging Damage in Wheat and Canola Using Radarsat-2 Polarimetric SAR Data

(2017) Lingli Zhao et al.   Remote Sensing Letters

Spatial and Spectral Hybrid Image Classification for Rice Lodging Assessment through UAV Imagery

(2017) Ming-Der Yang et al.   Remote Sensing

Assessing Lodging Severity over an Experimental Maize (Zea mays L.) Field Using UAS Images

(2017) Tianxing Chu et al.   Remote Sensing

Wheat lodging monitoring using polarimetric index from RADARSAT-2 data

(2015) Hao Yang et al.   International Journal of Applied Earth Observation and Geoinformation

Estimating Biomass of Barley Using Crop Surface Models (CSMs) Derived from UAV-Based RGB Imaging

(2014) Juliane Bendig et al.   Remote Sensing

scikit-image: image processing in Python

(2014) Stéfan van der Walt et al.   PeerJ

Explaining prediction models and individual predictions with feature contributions

(2013) Erik Štrumbelj et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Canopy height measurement by photogrammetric analysis of aerial images: Application to buckwheat (Fagopyrum esculentum Moench) lodging evaluation

(2012) Toshifumi Murakami et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Remote estimation of gross primary production in wheat using chlorophyll-related vegetation indices

(2009) Chaoyang Wu et al.   AGRICULTURAL AND FOREST METEOROLOGY

A broad-band leaf chlorophyll vegetation index at the canopy scale

(2008) M. Vincini et al.   PRECISION AGRICULTURE