Juan Landivar

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Machine Learning

Digital Imagery

Top Venues

Comput. Electron. Agric.

Publications

Sambandh Bhusan Dhal, Stavros Kalafatis, Ulisses Braga-Neto, Krishna Chaitanya Gadepally, Jose Luis Landivar-Scott, Lei Zhao, Kevin J. Nowka, Juan Landivar, Pankaj Pal, Mahendra Bhandari
Testing the Performance of LSTM and ARIMA Models for In-Season Forecasting of Canopy Cover (CC) in Cotton Crops. Remote. Sens. 16 (11) (2024)
Haoyu Niu, Janvita Reddy Peddagudreddygari, Mahendra Bhandari, Juan Landivar, Craig W. Bednarz, Nick Duffield
In-Season Cotton Yield Prediction with Scale-Aware Convolutional Neural Network Models and Unmanned Aerial Vehicle RGB Imagery. Sensors 24 (8) (2024)
Krishna Chaitanya Gadepally, Sambandh Bhusan Dhal, Mahendra Bhandari, Juan Landivar, Stavros Kalafatis, Kevin J. Nowka
A Deep Transfer Learning based approach for forecasting spatio-temporal features to maximize yield in cotton crops. CISS (2023)
Mahendra Bhandari, Shannon Baker, Jackie C. Rudd, Amir M. H. Ibrahim, Anjin Chang, Qingwu Xue, Jinha Jung, Juan Landivar, Brent Auvermann
Assessing the Effect of Drought on Winter Wheat Growth Using Unmanned Aerial System (UAS)-Based Phenotyping. Remote. Sens. 13 (6) (2021)
Anjin Chang, Jinha Jung, Junho Yeom, Juan Landivar
3D Characterization of Sorghum Panicles Using a 3D Point Cloud Derived from UAV Imagery. Remote. Sens. 13 (2) (2021)
Anjin Chang, Jinha Jung, Jose Landivar, Juan Landivar, Bryan Barker, Rajib Ghosh
Performance Evaluation of Parallel Structure from Motion (SfM) Processing with Public Cloud Computing and an On-Premise Cluster System for UAS Images in Agriculture. ISPRS Int. J. Geo Inf. 10 (10) (2021)
Anjin Chang, Jinha Jung, Junho Yeom, Murilo M. Maeda, Juan Landivar, Juan Enciso, Carlos A. Avila, Juan R. Anciso
Unmanned Aircraft System- (UAS-) Based High-Throughput Phenotyping (HTP) for Tomato Yield Estimation. J. Sensors 2021 (2021)
Sungchan Oh, Anjin Chang, Akash Ashapure, Jinha Jung, Nothabo Dube, Murilo M. Maeda, Daniel Gonzalez, Juan Landivar
Plant Counting of Cotton from UAS Imagery Using Deep Learning-Based Object Detection Framework. Remote. Sens. 12 (18) (2020)
Anjin Chang, Junho Yeom, Jinha Jung, Juan Landivar
Comparison of Canopy Shape and Vegetation Indices of Citrus Trees Derived from UAV Multispectral Images for Characterization of Citrus Greening Disease. Remote. Sens. 12 (24) (2020)
Akash Ashapure, Jinha Jung, Sungchan Oh, Anjin Chang, Nothabo Dube, Juan Landivar
Combining UAS and Sentinel-2 Data to Estimate Canopy Parameters of a Cotton Crop Using Machine Learning. IGARSS (2020)
Mahendra Bhandari, Amir M. H. Ibrahim, Qingwu Xue, Jinha Jung, Anjin Chang, Jackie C. Rudd, Murilo M. Maeda, Nithya Rajan, Haly Neely, Juan Landivar
Assessing winter wheat foliage disease severity using aerial imagery acquired from small Unmanned Aerial Vehicle (UAV). Comput. Electron. Agric. 176 (2020)
Anjin Chang, Jinha Jung, Murilo M. Maeda, Juan Landivar, Henrique D. R. Carvalho, Junho Yeom
Measurement of Cotton Canopy Temperature Using Radiometric Thermal Sensor Mounted on the Unmanned Aerial Vehicle (UAV). J. Sensors 2020 (2020)
Juan Enciso, Carlos A. Avila, Jinha Jung, Sheren Elsayed-Farag, Anjin Chang, Junho Yeom, Juan Landivar, Murilo M. Maeda, Jose C. Chavez
Validation of agronomic UAV and field measurements for tomato varieties. Comput. Electron. Agric. 158 (2019)
Junho Yeom, Jinha Jung, Anjin Chang, Akash Ashapure, Murilo M. Maeda, Andrea Maeda, Juan Landivar
Comparison of Vegetation Indices Derived from UAV Data for Differentiation of Tillage Effects in Agriculture. Remote. Sens. 11 (13) (2019)
Akash Ashapure, Jinha Jung, Anjin Chang, Sungchan Oh, Murilo M. Maeda, Juan Landivar
A Comparative Study of RGB and Multispectral Sensor-Based Cotton Canopy Cover Modelling Using Multi-Temporal UAS Data. Remote. Sens. 11 (23) (2019)
Jinha Jung, Murilo M. Maeda, Anjin Chang, Juan Landivar, Junho Yeom, Joshua McGinty
Unmanned aerial system assisted framework for the selection of high yielding cotton genotypes. Comput. Electron. Agric. 152 (2018)
Junho Yeom, Jinha Jung, Anjin Chang, Murilo M. Maeda, Juan Landivar
Automated Open Cotton Boll Detection for Yield Estimation Using Unmanned Aircraft Vehicle (UAV) Data. Remote. Sens. 10 (12) (2018)
Juan Enciso, Murilo M. Maeda, Juan Landivar, Jinha Jung, Anjin Chang
A ground based platform for high throughput phenotyping. Comput. Electron. Agric. 141 (2017)
Anjin Chang, Jinha Jung, Murilo M. Maeda, Juan Landivar
Crop height monitoring with digital imagery from Unmanned Aerial System (UAS). Comput. Electron. Agric. 141 (2017)
Anjin Chang, Jinha Jung, Junho Yeom, Murilo M. Maeda, Juan Landivar
Sorghum panicle extraction from unmanned aerial system data. IGARSS (2017)
Junho Yeom, Jinha Jung, Anjin Chang, Murilo M. Maeda, Juan Landivar
Cotton growth modeling using unmanned aerial vehicle vegetation indices. IGARSS (2017)