Estimating the maize biomass by crop height and narrowband vegetation indices derived from UAV-based hyperspectral images

Above-ground biomass estimation and yield prediction in potato by using UAV-based RGB and hyperspectral imaging

(2020) Bo Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Predictive modeling of blood pressure during hemodialysis: a comparison of linear model, random forest, support vector regression, XGBoost, LASSO regression and ensemble method

(2020) Jiun-Chi Huang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Estimating aboveground and organ biomass of plant canopies across the entire season of rice growth with terrestrial laser scanning

(2020) Penglei Li et al.   International Journal of Applied Earth Observation and Geoinformation

Forecasting fire risk with machine learning and dynamic information derived from satellite vegetation index time-series

(2020) Yaron Michael et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Application of non-linear partial least squares analysis on prediction of biomass of maize plants using hyperspectral images

(2020) Dongdong Ma et al.   BIOSYSTEMS ENGINEERING

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

(2019) Liang Han et al.   Plant Methods

Estimation methods developing with remote sensing information for energy crop biomass: A comparative review

(2019) Zhenhua Chao et al.   BIOMASS & BIOENERGY

Estimate of winter-wheat above-ground biomass based on UAV ultrahigh-ground-resolution image textures and vegetation indices

(2019) Jibo Yue et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimating biomass of winter oilseed rape using vegetation indices and texture metrics derived from UAV multispectral images

(2019) Yinuo Liu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Diagnosis of nitrogen status in winter oilseed rape ( Brassica napus L . ) using in-situ hyperspectral data and unmanned aerial vehicle (UAV) multispectral images

(2018) Shishi Liu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Exploring new spectral bands and vegetation indices for estimating nitrogen nutrition index of summer maize

(2018) Ben Zhao et al.   EUROPEAN JOURNAL OF AGRONOMY

Explainable extreme gradient boosting tree-based prediction of toluene, ethylbenzene and xylene wet deposition

(2018) Andreja Stojić et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Estimating leaf chlorophyll content in sugar beet canopies using millimeter- to centimeter-scale reflectance imagery

(2017) Sylvain Jay et al.   REMOTE SENSING OF ENVIRONMENT

The DOM Generation and Precise Radiometric Calibration of a UAV-Mounted Miniature Snapshot Hyperspectral Imager

(2017) Guijun Yang et al.   Remote Sensing

Estimation of Winter Wheat Above-Ground Biomass Using Unmanned Aerial Vehicle-Based Snapshot Hyperspectral Sensor and Crop Height Improved Models

(2017) Jibo Yue et al.   Remote Sensing

Low-altitude, high-resolution aerial imaging systems for row and field crop phenotyping: A review

(2015) Sindhuja Sankaran et al.   EUROPEAN JOURNAL OF AGRONOMY

Assessment of RapidEye vegetation indices for estimation of leaf area index and biomass in corn and soybean crops

(2015) Angela Kross et al.   International Journal of Applied Earth Observation and Geoinformation

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

Advantage of hyperspectral EO-1 Hyperion over multispectral IKONOS, GeoEye-1, WorldView-2, Landsat ETM+, and MODIS vegetation indices in crop biomass estimation

(2015) Michael Marshall et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The potential mechanism of long-term conservation tillage effects on maize yield in the black soil of Northeast China

(2015) Shixiu Zhang et al.   SOIL & TILLAGE RESEARCH

Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data

(2015) Iftikhar Ali et al.   Remote Sensing

Hyperspectral canopy sensing of paddy rice aboveground biomass at different growth stages

(2013) Martin L. Gnyp et al.   FIELD CROPS RESEARCH

Remotely detecting canopy nitrogen concentration and uptake of paddy rice in the Northeast China Plain

(2013) Kang Yu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Using the regression estimator with Landsat data to estimate proportion forest cover and net proportion deforestation in Gabon

(2013) Christophe Sannier et al.   REMOTE SENSING OF ENVIRONMENT

Recent advances in sensing plant diseases for precision crop protection

(2012) Anne-Katrin Mahlein et al.   EUROPEAN JOURNAL OF PLANT PATHOLOGY

Remotely estimating aerial N status of phenologically differing winter wheat cultivars grown in contrasting climatic and geographic zones in China and Germany

(2012) Fei Li et al.   FIELD CROPS RESEARCH

Measuring and predicting canopy nitrogen nutrition in wheat using a spectral index—The canopy chlorophyll content index (CCCI)

(2010) Glenn Fitzgerald et al.   FIELD CROPS RESEARCH

Nonlinear hierarchical models for predicting cover crop biomass using Normalized Difference Vegetation Index

(2010) Juan David Muñoz et al.   REMOTE SENSING OF ENVIRONMENT

New spectral indicator assessing the efficiency of crop nitrogen treatment in corn and wheat

(2010) Pengfei Chen et al.   REMOTE SENSING OF ENVIRONMENT

Estimating chlorophyll content from hyperspectral vegetation indices: Modeling and validation

(2008) Chaoyang Wu et al.   AGRICULTURAL AND FOREST METEOROLOGY