| Vineyard water status assessment using on-the-go thermal imaging and machine learning S Gutiérrez, MP Diago, J Fernández-Novales, J Tardaguila PLoS One 13 (2), e0192037, 2018 | 86 | 2018 |
| On-the-go hyperspectral imaging under field conditions and machine learning for the classification of grapevine varieties S Gutiérrez, J Fernández-Novales, MP Diago, J Tardaguila Frontiers in Plant Science 9, 366559, 2018 | 67 | 2018 |
| Smart applications and digital technologies in viticulture: A review J Tardaguila, M Stoll, S Gutiérrez, T Proffitt, MP Diago Smart Agricultural Technology 1, 100005, 2021 | 66 | 2021 |
| Support vector machine and artificial neural network models for the classification of grapevine varieties using a portable NIR spectrophotometer S Gutierrez, J Tardaguila, J Fernandez-Novales, MP Diago PloS one 10 (11), e0143197, 2015 | 66 | 2015 |
| Grapevine flower estimation by applying artificial vision techniques on images with uncontrolled scene and multi-model analysis A Aquino, B Millan, S Gutiérrez, J Tardáguila Computers and Electronics in Agriculture 119, 92-104, 2015 | 61 | 2015 |
| Data mining and NIR spectroscopy in viticulture: Applications for plant phenotyping under field conditions S Gutiérrez, J Tardaguila, J Fernández-Novales, MP Diago Sensors 16 (2), 236, 2016 | 53 | 2016 |
| Ground based hyperspectral imaging for extensive mango yield estimation S Gutiérrez, A Wendel, J Underwood Computers and Electronics in Agriculture 157, 126-135, 2019 | 50 | 2019 |
| Development and validation of a new methodology to assess the vineyard water status by on-the-go near infrared spectroscopy MP Diago, J Fernández-Novales, S Gutiérrez, M Marañón, J Tardaguila Frontiers in Plant Science 9, 59, 2018 | 50 | 2018 |
| Deep learning for the differentiation of downy mildew and spider mite in grapevine under field conditions S Gutiérrez, I Hernández, S Ceballos, I Barrio, AM Díez-Navajas, ... Computers and Electronics in Agriculture 182, 105991, 2021 | 47 | 2021 |
| On‐the‐go hyperspectral imaging for the in‐field estimation of grape berry soluble solids and anthocyanin concentration S Gutiérrez, J Tardaguila, J Fernández‐Novales, MP Diago Australian journal of grape and wine research 25 (1), 127-133, 2019 | 45 | 2019 |
| Spectral filter design based on in-field hyperspectral imaging and machine learning for mango ripeness estimation S Gutiérrez, A Wendel, J Underwood Computers and electronics in agriculture 164, 104890, 2019 | 41 | 2019 |
| Non‐destructive assessment of grapevine water status in the field using a portable NIR spectrophotometer J Tardaguila, J Fernández‐Novales, S Gutiérrez, MP Diago Journal of the Science of Food and Agriculture 97 (11), 3772-3780, 2017 | 40 | 2017 |
| In field quantification and discrimination of different vineyard water regimes by on-the-go NIR spectroscopy J Fernández-Novales, J Tardaguila, S Gutiérrez, M Marañón, MP Diago Biosystems Engineering 165, 47-58, 2018 | 38 | 2018 |
| On-The-Go VIS+ SW− NIR spectroscopy as a reliable monitoring tool for grape composition within the vineyard J Fernández-Novales, J Tardáguila, S Gutiérrez, MP Diago Molecules 24 (15), 2795, 2019 | 27 | 2019 |
| Artificial intelligence and novel sensing technologies for assessing downy mildew in grapevine I Hernández, S Gutiérrez, S Ceballos, R Iñíguez, I Barrio, J Tardaguila Horticulturae 7 (5), 103, 2021 | 18 | 2021 |
| Assessing and mapping vineyard water status using a ground mobile thermal imaging platform S Gutiérrez, J Fernández-Novales, MP Diago, R Iñiguez, J Tardaguila Irrigation Science 39 (4), 457-468, 2021 | 15 | 2021 |
| Impact of leaf occlusions on yield assessment by computer vision in commercial vineyards R Íñiguez, F Palacios, I Barrio, I Hernández, S Gutiérrez, J Tardaguila Agronomy 11 (5), 1003, 2021 | 15 | 2021 |
| On-the-go thermal imaging for water status assessment in commercial vineyards S Gutiérrez, MP Diago, J Fernández-Novales, J Tardaguila Advances in animal biosciences 8 (2), 520-524, 2017 | 10 | 2017 |
| Assessment of downy mildew in grapevine using computer vision and fuzzy logic. Development and validation of a new method I Hernández, S Gutiérrez, S Ceballos, F Palacios, SL Toffolatti, ... International Viticulture and Enology Society, 2022 | 8 | 2022 |
| Landmark-based music recognition system optimisation using genetic algorithms S Gutiérrez, S García Multimedia Tools and Applications 75, 16905-16922, 2016 | 6 | 2016 |
