Works by Crusiol, Luís Guilherme Teixeira

Results: 22

Assessing phosphorus nutritional status in maize plants using leaf-based hyperspectral measurements and multivariate analysis.

Published in:

International Journal of Remote Sensing, 2022, v. 43, n. 7, p. 2560, doi. 10.1080/01431161.2022.2064198

By:

de Oliveira, Karym Mayara;
Furlanetto, Renato Herrig;
Rodrigues, Marlon;
dos Santos, Glaucio Leboso Alemparte Abrantes;
Reis, Amanda Silveira;
Teixeira Crusiol, Luís Guilherme;
Rafael Nanni, Marcos;
Cezar, Everson;
de Oliveira, Roney Berti

Publication type:

Article

Identification and quantification of potassium (K<sup>+</sup>) deficiency in maize plants using an unmanned aerial vehicle and visible / near-infrared semi-professional digital camera.

Published in:

International Journal of Remote Sensing, 2021, v. 42, n. 23, p. 8783, doi. 10.1080/01431161.2020.1871091

By:

Furlanetto, Renato Herrig;
Rafael Nanni, Marco;
Guilherme Teixeira Crusiol, Luís;
Silva, Guilherme Fernando Capristo;
Junior, Adilson de Oliveira;
Sibaldelli, Rubson Natal Ribeiro

Publication type:

Article

Using leaf-based hyperspectral reflectance for genotype classification within a soybean germplasm collection assessed under different levels of water availability.

Published in:

International Journal of Remote Sensing, 2021, v. 42, n. 21, p. 8165, doi. 10.1080/01431161.2021.1975841

By:

Guilherme Teixeira Crusiol, Luís;
Braga, Patricia;
Rafael Nanni, Marcos;
Furlanetto, Renato Herrig;
Sibaldelli, Rubson Natal Ribeiro;
Cezar, Everson;
Sun, Liang;
Foloni, José Salvador Simonetto;
Mertz-Henning, Liliane Marcia;
Lima Nepomuceno, Alexandre;
Neumaier, Norman;
Bouças Farias, José Renato

Publication type:

Article

Assessing the potential of using high spatial resolution daily NDVI-time-series from planet CubeSat images for crop monitoring.

Published in:

International Journal of Remote Sensing, 2021, v. 42, n. 18, p. 7114, doi. 10.1080/01431161.2021.1939908

By:

Guilherme Teixeira Crusiol, Luís;
Sun, Liang;
Chen, Ruiqing;
Sun, Zheng;
Zhang, Dejun;
Chen, Zhongxin;
Wuyun, Deji;
Rafael Nanni, Marcos;
Lima Nepomuceno, Alexandre;
Bouças Farias, José Renato

Publication type:

Article

Identification and classification of Asian soybean rust using leaf-based hyperspectral reflectance.

Published in:

International Journal of Remote Sensing, 2021, v. 42, n. 11, p. 4177, doi. 10.1080/01431161.2021.1890855

By:

Furlanetto, Renato Herrig;
Nanni, Marcos Rafael;
Mizuno, Monica Sayuri;
Crusiol, Luís Guilherme Teixeira;
da Silva, Camila Rocco

Publication type:

Article

UAV-based thermal imaging in the assessment of water status of soybean plants.

Published in:

International Journal of Remote Sensing, 2020, v. 41, n. 9, p. 3243, doi. 10.1080/01431161.2019.1673914

By:

Crusiol, Luís Guilherme Teixeira;
Nanni, Marcos Rafael;
Furlanetto, Renato Herrig;
Sibaldelli, Rubson Natal Ribeiro;
Cezar, Everson;
Mertz-Henning, Liliane Marcia;
Nepomuceno, Alexandre Lima;
Neumaier, Norman;
Farias, José Renato Bouças

Publication type:

Article

Semi professional digital camera calibration techniques for Vis/NIR spectral data acquisition from an unmanned aerial vehicle.

Published in:

International Journal of Remote Sensing, 2017, v. 38, n. 8-10, p. 2717, doi. 10.1080/01431161.2016.1264032

By:

Crusiol, Luís Guilherme Teixeira;
Nanni, Marcos Rafael;
Silva, Guilherme Fernando Capristo;
Furlanetto, Renato Herrig;
da Silva Gualberto, Anderson Antonio;
Gasparotto, Aline de Carvalho;
De Paula, Mariana Nunes

Publication type:

Article

Machine learning as a tool to predict potassium concentration in soybean leaf using hyperspectral data.

Published in:

Precision Agriculture, 2023, v. 24, n. 6, p. 2264, doi. 10.1007/s11119-023-10040-w

By:

Furlanetto, Renato Herrig;
Crusiol, Luís Guilherme Teixeira;
Gonçalves, João Vitor Ferreira;
Nanni, Marcos Rafael;
de Oliveira Junior, Adilson;
de Oliveira, Fábio Alvares;
Sibaldelli, Rubson Natal Ribeiro

Publication type:

Article

Assessing soil CO<sub>2</sub> emission on eucalyptus species using UAV-based reflectance and vegetation indices.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-71430-2

By:

Rossi, Fernando Saragosa;
Della-Silva, João Lucas;
Teodoro, Larissa Pereira Ribeiro;
Teodoro, Paulo Eduardo;
Santana, Dthenifer Cordeiro;
Baio, Fábio Henrique Rojo;
Morinigo, Wendel Bueno;
Crusiol, Luís Guilherme Teixeira;
La Scala Jr., Newton;
da Silva Jr., Carlos Antonio

Publication type:

Article

In-Season Monitoring of Maize Leaf Water Content Using Ground-Based and UAV-Based Hyperspectral Data.

Published in:

Sustainability (2071-1050), 2022, v. 14, n. 15, p. 9039, doi. 10.3390/su14159039

By:

Crusiol, Luís Guilherme Teixeira;
Sun, Liang;
Sun, Zheng;
Chen, Ruiqing;
Wu, Yongfeng;
Ma, Juncheng;
Song, Chenxi

Publication type:

Article

Early Modeling of the Upcoming Landsat Next Constellation for Soybean Yield Prediction Under Varying Levels of Water Availability.

Published in:

Remote Sensing, 2024, v. 16, n. 22, p. 4184, doi. 10.3390/rs16224184

By:

Crusiol, Luís Guilherme Teixeira;
Nanni, Marcos Rafael;
Sibaldelli, Rubson Natal Ribeiro;
Sun, Liang;
Furlanetto, Renato Herrig;
Gonçalves, Sergio Luiz;
Neumaier, Norman;
Farias, José Renato Bouças

Publication type:

Article

Predicting Particle Size and Soil Organic Carbon of Soil Profiles Using VIS-NIR-SWIR Hyperspectral Imaging and Machine Learning Models.

Published in:

Remote Sensing, 2024, v. 16, n. 16, p. 2869, doi. 10.3390/rs16162869

By:

Oliveira, Karym Mayara de;
Gonçalves, João Vitor Ferreira;
Furlanetto, Renato Herrig;
Oliveira, Caio Almeida de;
Mendonça, Weslei Augusto;
Haubert, Daiane de Fatima da Silva;
Crusiol, Luís Guilherme Teixeira;
Falcioni, Renan;
Oliveira, Roney Berti de;
Reis, Amanda Silveira;
Ecker, Arney Eduardo do Amaral;
Nanni, Marcos Rafael

Publication type:

Article

Hyperspectral Data for Early Identification and Classification of Potassium Deficiency in Soybean Plants (Glycine max (L.) Merrill).

Published in:

Remote Sensing, 2024, v. 16, n. 11, p. 1900, doi. 10.3390/rs16111900

By:

Furlanetto, Renato Herrig;
Crusiol, Luís Guilherme Teixeira;
Nanni, Marcos Rafael;
de Oliveira Junior, Adilson;
Sibaldelli, Rubson Natal Ribeiro

Publication type:

Article

Estimating Fraction of Absorbed Photosynthetically Active Radiation of Winter Wheat Based on Simulated Sentinel-2 Data under Different Varieties and Water Stress.

Published in:

Remote Sensing, 2024, v. 16, n. 2, p. 362, doi. 10.3390/rs16020362

By:

Sun, Zheng;
Sun, Liang;
Liu, Yu;
Li, Yangwei;
Crusiol, Luís Guilherme Teixeira;
Chen, Ruiqing;
Wuyun, Deji

Publication type:

Article

Rapid Determination of Soil Horizons and Suborders Based on VIS-NIR-SWIR Spectroscopy and Machine Learning Models.

Published in:

Remote Sensing, 2023, v. 15, n. 19, p. 4859, doi. 10.3390/rs15194859

By:

de Oliveira, Karym Mayara;
Falcioni, Renan;
Gonçalves, João Vitor Ferreira;
de Oliveira, Caio Almeida;
Mendonça, Weslei Augusto;
Crusiol, Luís Guilherme Teixeira;
de Oliveira, Roney Berti;
Furlanetto, Renato Herrig;
Reis, Amanda Silveira;
Nanni, Marcos Rafael

Publication type:

Article

Estimating Soil Organic Matter (SOM) Using Proximal Remote Sensing: Performance Evaluation of Prediction Models Adjusted at Local Scale in the Brazilian Cerrado.

Published in:

Remote Sensing, 2023, v. 15, n. 18, p. 4397, doi. 10.3390/rs15184397

By:

Cezar, Everson;
Alberton, Tatiane Amancio;
Lemos, Evandro Freire;
de Oliveira, Karym Mayara;
Sun, Liang;
Crusiol, Luís Guilherme Teixeira;
Rodrigues, Marlon;
Reis, Amanda Silveira;
Nanni, Marcos Rafael

Publication type:

Article

Comparing Machine Learning Algorithms for Pixel/Object-Based Classifications of Semi-Arid Grassland in Northern China Using Multisource Medium Resolution Imageries.

Published in:

Remote Sensing, 2023, v. 15, n. 3, p. 750, doi. 10.3390/rs15030750

By:

Wu, Nitu;
Crusiol, Luís Guilherme Teixeira;
Liu, Guixiang;
Wuyun, Deji;
Han, Guodong

Publication type:

Article

Generating Salt-Affected Irrigated Cropland Map in an Arid and Semi-Arid Region Using Multi-Sensor Remote Sensing Data.

Published in:

Remote Sensing, 2022, v. 14, n. 23, p. 6010, doi. 10.3390/rs14236010

By:

Wuyun, Deji;
Bao, Junwei;
Crusiol, Luís Guilherme Teixeira;
Wulan, Tuya;
Sun, Liang;
Wu, Shangrong;
Xin, Qingqiang;
Sun, Zheng;
Chen, Ruiqing;
Peng, Jingyu;
Xu, Hongtao;
Wu, Nitu;
Hou, Anhong;
Wu, Lan;
Ren, Tingting

Publication type:

Article

Spectral Method for Liming Recommendation in Oxisol Based on the Prediction of Chemical Characteristics Using Interval Partial Least Squares Regression.

Published in:

Remote Sensing, 2022, v. 14, n. 9, p. 1972, doi. 10.3390/rs14091972

By:

dos Santos, Glaucio Leboso Alemparte Abrantes;
Besen, Marcos Renan;
Furlanetto, Renato Herrig;
Crusiol, Luís Guilherme Teixeira;
Rodrigues, Marlon;
Reis, Amanda Silveira;
de Oliveira, Karym Mayara;
Coneglian, Carolina Fedrigo;
de Oliveira, Roney Berti;
Batista, Marcelo Augusto;
Nanni, Marcos Rafael

Publication type:

Article

Mapping Particle Size and Soil Organic Matter in Tropical Soil Based on Hyperspectral Imaging and Non-Imaging Sensors.

Published in:

Remote Sensing, 2021, v. 13, n. 9, p. 1782, doi. 10.3390/rs13091782

By:

Nanni, Marcos Rafael;
Demattê, José Alexandre Melo;
Rodrigues, Marlon;
Santos, Glaucio Leboso Alemparte Abrantes dos;
Reis, Amanda Silveira;
Oliveira, Karym Mayara de;
Cezar, Everson;
Furlanetto, Renato Herrig;
Crusiol, Luís Guilherme Teixeira;
Sun, Liang;
Nauman, Travis W.

Publication type:

Article

Strategies for the Development of Spectral Models for Soil Organic Matter Estimation.

Published in:

Remote Sensing, 2021, v. 13, n. 7, p. 1376, doi. 10.3390/rs13071376

By:

Cezar, Everson;
Nanni, Marcos Rafael;
Crusiol, Luís Guilherme Teixeira;
Sun, Liang;
Chicati, Mônica Sacioto;
Furlanetto, Renato Herrig;
Rodrigues, Marlon;
Sibaldelli, Rubson Natal Ribeiro;
Silva, Guilherme Fernando Capristo;
Oliveira, Karym Mayara de;
Demattê, José A. M.;
Gholizadeh, Asa

Publication type:

Article

Yield Prediction in Soybean Crop Grown under Different Levels of Water Availability Using Reflectance Spectroscopy and Partial Least Squares Regression.

Published in:

Remote Sensing, 2021, v. 13, n. 5, p. 977, doi. 10.3390/rs13050977

By:

Crusiol, Luís Guilherme Teixeira;
Nanni, Marcos Rafael;
Furlanetto, Renato Herrig;
Sibaldelli, Rubson Natal Ribeiro;
Cezar, Everson;
Sun, Liang;
Foloni, José Salvador Simonetto;
Mertz-Henning, Liliane Marcia;
Nepomuceno, Alexandre Lima;
Neumaier, Norman;
Farias, José Renato Bouças;
Alexandridis, Thomas;
Moshou, Dimitrios

Publication type:

Article