Mapping maize crop coefficient Kc using random forest algorithm based on leaf area index and UAV-based multispectral vegetation indices

Remote sensing for estimating and mapping single and basal crop coefficientes: A review on spectral vegetation indices approaches

(2020) I. Pôças et al.   AGRICULTURAL WATER MANAGEMENT

Estimation of daily maize transpiration using support vector machines, extreme gradient boosting, artificial and deep neural networks models

(2020) Junliang Fan et al.   AGRICULTURAL WATER MANAGEMENT

Estimation of LAI with the LiDAR Technology: A Review

(2020) Yao Wang et al.   Remote Sensing

A State-of-the-Art Survey on Deep Learning Theory and Architectures

(2019) Md Zahangir Alom et al.   Electronics

Estimating leaf area index and light extinction coefficient using Random Forest regression algorithm in a tropical moist deciduous forest, India

(2019) Ritika Srinet et al.   Ecological Informatics

Validation of the cotton crop coefficient estimation model based on Sentinel-2 imagery and eddy covariance measurements

(2019) Offer Rozenstein et al.   AGRICULTURAL WATER MANAGEMENT

Maize yield estimation in West Africa from crop process-induced combinations of multi-domain remote sensing indices

(2019) Louise Leroux et al.   EUROPEAN JOURNAL OF AGRONOMY

A deep learning algorithm to estimate hourly global solar radiation from geostationary satellite data

(2019) Hou Jiang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Maize Crop Coefficient Estimated from UAV-Measured Multispectral Vegetation Indices

(2019) Yu Zhang et al.   SENSORS

UAV Multispectral Imagery Combined with the FAO-56 Dual Approach for Maize Evapotranspiration Mapping in the North China Plain

(2019) Jiandong Tang et al.   Remote Sensing

Partitioning of daily evapotranspiration using a modified shuttleworth-wallace model, random Forest and support vector regression, for a cabbage farmland

(2019) Han Chen et al.   AGRICULTURAL WATER MANAGEMENT

Incorporating environmental variables into a MODIS-based crop yield estimation method for United States corn and soybeans through the use of a random forest regression algorithm

(2019) Toshihiro Sakamoto   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A refined method for rapidly determining the relationship between canopy NDVI and the pasture evapotranspiration coefficient

(2018) Muhammad Shahinur Alam et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Time-Series Multispectral Indices from Unmanned Aerial Vehicle Imagery Reveal Senescence Rate in Bread Wheat

(2018) Muhammad Hassan et al.   Remote Sensing

Evaluating RGB Imaging and Multispectral Active and Hyperspectral Passive Sensing for Assessing Early Plant Vigor in Winter Wheat

(2018) Lukas Prey et al.   SENSORS

Estimating maize water stress by standard deviation of canopy temperature in thermal imagery

(2016) Ming Han et al.   AGRICULTURAL WATER MANAGEMENT

Improving the estimation of evaporation by the FAO-56 dual crop coefficient approach under subsurface drip irrigation

(2016) V. Phogat et al.   AGRICULTURAL WATER MANAGEMENT

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimating Evapotranspiration of an Apple Orchard Using a Remote Sensing-Based Soil Water Balance

(2016) Magali Odi-Lara et al.   Remote Sensing

Evaluating the potential of vegetation indices for winter wheat LAI estimation under different fertilization and water conditions

(2015) Qiaoyun Xie et al.   ADVANCES IN SPACE RESEARCH

Assessing the SIMDualKc model for estimating evapotranspiration of hot pepper grown in a solar greenhouse in Northwest China

(2015) Rangjian Qiu et al.   AGRICULTURAL SYSTEMS

Estimation of wetland vegetation height and leaf area index using airborne laser scanning data

(2015) Shezhou Luo et al.   ECOLOGICAL INDICATORS

Use of airborne lidar for estimating canopy gap fraction and leaf area index of tropical montane forests

(2015) Janne Heiskanen et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Crop coefficient and evapotranspiration of grain maize modified by planting density in an arid region of northwest China

(2014) Xuelian Jiang et al.   AGRICULTURAL WATER MANAGEMENT

LAINet – A wireless sensor network for coniferous forest leaf area index measurement: Design, algorithm and validation

(2014) Yonghua Qu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

Operational monitoring of daily evapotranspiration by the combination of MODIS NDVI and ground meteorological data: Application and evaluation in Central Italy

(2014) Fabio Maselli et al.   REMOTE SENSING OF ENVIRONMENT

Determination of crop evapotranspiration of table grapes in a semi-arid region of Northwest Mexico using multi-spectral vegetation index

(2013) S. Er-Raki et al.   AGRICULTURAL WATER MANAGEMENT

An insight to the performance of crop water stress index for olive trees

(2013) N. Agam et al.   AGRICULTURAL WATER MANAGEMENT

Partitioning evapotranspiration into soil evaporation and transpiration using a modified dual crop coefficient model in irrigated maize field with ground-mulching

(2013) Risheng Ding et al.   AGRICULTURAL WATER MANAGEMENT

The dual crop coefficient approach to estimate and partitioning evapotranspiration of the winter wheat–summer maize crop sequence in North China Plain

(2013) Baozhong Zhang et al.   IRRIGATION SCIENCE

Evaluation of evapotranspiration estimates for two river basins on the Tibetan Plateau by a water balance method

(2013) Bao-Lin Xue et al.   JOURNAL OF HYDROLOGY

Estimating Crop Coefficients Using Remote Sensing-Based Vegetation Index

(2013) Baburao Kamble et al.   Remote Sensing

Improving evapotranspiration simulations in the CERES-Maize model under limited irrigation

(2012) K.C. DeJonge et al.   AGRICULTURAL WATER MANAGEMENT

Assessment of vineyard water status variability by thermal and multispectral imagery using an unmanned aerial vehicle (UAV)

(2012) Javier Baluja et al.   IRRIGATION SCIENCE

The application of small unmanned aerial systems for precision agriculture: a review

(2012) Chunhua Zhang et al.   PRECISION AGRICULTURE

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

A rigorous approach of determining FAO56 dual crop coefficient using soil sensor measurements and inverse modeling techniques

(2011) Kefeng Zhang et al.   AGRICULTURAL WATER MANAGEMENT

Fluorescence, temperature and narrow-band indices acquired from a UAV platform for water stress detection using a micro-hyperspectral imager and a thermal camera

(2011) P.J. Zarco-Tejada et al.   REMOTE SENSING OF ENVIRONMENT

Evaluating eddy covariance method by large-scale weighing lysimeter in a maize field of northwest China

(2010) Risheng Ding et al.   AGRICULTURAL WATER MANAGEMENT

Real-time retrieval of Leaf Area Index from MODIS time series data

(2010) Zhiqiang Xiao et al.   REMOTE SENSING OF ENVIRONMENT

Estimating crop coefficients from fraction of ground cover and height

(2009) Richard G. Allen et al.   IRRIGATION SCIENCE

Estimation of Crop Coefficient and Evapotranspiration of Wheat (Triticum aestivum) in an Irrigation Command Using Remote Sensing and GIS

(2009) Narendra Kumar Gontia et al.   WATER RESOURCES MANAGEMENT

Sensitivity of Land Surface Simulations to the Treatment of Vegetation Properties and the Implications for Seasonal Climate Prediction

(2008) Xiang Gao et al.   JOURNAL OF HYDROMETEOROLOGY

Utility of an image-based canopy reflectance modeling tool for remote estimation of LAI and leaf chlorophyll content at the field scale

(2008) Rasmus Houborg et al.   REMOTE SENSING OF ENVIRONMENT

A VARI-based relative greenness from MODIS data for computing the Fire Potential Index

(2007) P. Schneider et al.   REMOTE SENSING OF ENVIRONMENT