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Nick Dokoozlian

university of california davis

35H-index
141Paper Count
5.0KCitation Count
Published Papers 27
Publication Date
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A machine learning framework for California vineyard water status monitoring using sUAS Imagery and short-term meteorological data
errIrrigation Science
IF3.5
err2026-03-14
err0
errOAAI
errRui Gao; Maria Mar Alsina; Alfonso F. Torres-Rua; Lawrence Hipps; William P. Kustas; Martha Anderson; Héctor Nieto; Andrew J. McElrone; Kyle Knipper; Nicolas Bambach Ortiz; Sebastian J. Castro; John H. Prueger; Joseph Alfieri; Lynn G. McKee; William A. White; Feng Gao; Calvin Coopmans; Ian Gowing; Nurit Agam; Luis Sanchez; Nick Dokoozlian
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errSave
CMAViT: Integrating Climate, Management, and Remote Sensing Data for Crop Yield Prediction With Multimodel Vision Transformers
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2026-01-01
err0
PREAI
errKamangir, Hamid; Sams, Brent S.; Dokoozlian, Nick; Sanchez, Luis; Earles, J. Mason
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errSave
Increased drip irrigation during heatwaves does not alter vineyard land surface temperature and evapotranspiration
errAgricultural Water Management
IF6.5
err2025-09-01
err0
errOAAI
errAndrew Gal; Nicolas Bambach; Andrew J. McElrone; Kyle Knipper; Sophia Bagshaw; Sebastian Castro-Bustamante; Logan Ebert; Martina Galeano; Nicolas Raab; Nick Dokoozlian; Luis Sanchez; Elisabeth Forrestel; Mallika Nocco
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errSave
Predicting crop yield lows through the highs via binned deep imbalanced regression: A case study on vineyards
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2025-05-01
err0
PREAI
errKamangir, Hamid; Sams, Brent S.; Dokoozlian, Nick; Sanchez, Luis; Earles, J. Mason
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errSave
Scaling the grape berry developmental stage by molecular phenology: Application details and caveats
errPLANTS PEOPLE PLANET
IF3.6
err2025-04-01
err0
errOAAI
errTornielli, Giovanni Battista; Shmuleviz, Ron; Amato, Alessandra; Sandri, Marco; Zuccolotto, Paola; Pezzotti, Mario; Dokoozlian, Nick; Fasoli, Marianna; Zenoni, Sara
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errSave
Unraveling the key molecular events of Pinot noir berry ripening under varying crop load
errSCIENTIA HORTICULTURAE
IF4.2
err2024-12-01
err2
errOAAI
errGreen, Elizabeth; Shmuleviz, Ron; Amato, Alessandra; Tornielli, Giovanni Battista; Dokoozlian, Nick; Fasoli, Marianna
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errSave
Spatial Variability of Grape Berry Maturation Program at the Molecular Level
errHORTICULTURAE
IF3
err2024-02-29
err0
errOAAI
errShmuleviz, Ron; Amato, Alessandra; Previtali, Pietro; Green, Elizabeth; Sanchez, Luis; Alsina, Maria Mar; Dokoozlian, Nick; Tornielli, Giovanni Battista; Fasoli, Marianna
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errSave
Large-scale spatio-temporal yield estimation via deep learning using satellite and management data fusion in vineyards
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2024-01-01
err5
PREAI
errKamangir, Hamid; Sams, Brent S.; Dokoozlian, Nick; Sanchez, Luis; Earles, J. Mason
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errSave
Investigating the Relation between Skin Cell Wall Composition and Phenolic Extractability in Cabernet Sauvignon Wines
errFERMENTATION-BASEL
IF3.3
err2022-08-18
err10
errOAAI
errMedina-Plaza, Cristina; Meade, Haley; Dokoozlian, Nick; Ponangi, Ravi; Blair, Tom; Block, David E.; Oberholster, Anita
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errSave
Performance of Sentinel-2 SAFER ET model for daily and seasonal estimation of grapevine water consumption
errIRRIGATION SCIENCE
IF3.5
err2022-08-18
err13
PREAI
errSafre, Anderson L. S.; Nassar, Ayman; Torres-Rua, Alfonso; Aboutalebi, Mayhar; Saad, Joao C. C.; Manzione, Rodrigo L.; de Castro Teixeira, Antonio Heriberto; Prueger, John H.; McKee, Lynn G.; Alfieri, Joseph G.; Hipps, Lawrence E.; Nieto, Hector; White, William A.; Alsina, Maria del Mar; Sanchez, Luis; Kustas, William P.; Dokoozlian, Nick; Gao, Feng; Anderson, Martha C.
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errSave
Downscaling UAV land surface temperature using a coupled wavelet-machine learning-optimization algorithm and its impact on evapotranspiration
errIRRIGATION SCIENCE
IF3.5
err2022-06-27
err9
PREAI
errAboutalebi, Mahyar; Torres-Rua, Alfonso F.; McKee, Mac; Kustas, William P.; Nieto, Hector; Alsina, Maria Mar; White, Alex; Prueger, John H.; McKee, Lynn; Alfieri, Joseph; Hipps, Lawrence; Coopmans, Calvin; Sanchez, Luis; Dokoozlian, Nick
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errSave
Evaluating different metrics from the thermal-based two-source energy balance model for monitoring grapevine water stress
errIRRIGATION SCIENCE
IF3.5
err2022-05-16
err12
errOAAI
errNieto, Hector; Alsina, Maria Mar; Kustas, William P.; Garcia-Tejera, Omar; Chen, Fan; Bambach, Nicolas; Gao, Feng; Alfieri, Joseph G.; Hipps, Lawrence E.; Prueger, John H.; McKee, Lynn G.; Zahn, Einara; Bou-Zeid, Elie; McElrone, Andrew J.; Castro, Sebastian J.; Dokoozlian, Nick
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errSave
Application of the vineyard data assimilation (VIDA) system to vineyard root-zone soil moisture monitoring in the California Central Valley
errIRRIGATION SCIENCE
IF3.5
err2022-04-23
err8
PREAI
errChen, Fan; Lei, Fangni; Knipper, Kyle; Gao, Feng; McKee, Lynn; Alsina, Maria del Mar; Alfieri, Joseph; Anderson, Martha; Bambach, Nicolas; Castro, Sebastian J.; McElrone, Andrew J.; Alstad, Karrin; Dokoozlian, Nick; Greifender, Felix; Kustas, William; Notarnicola, Claudia; Agam, Nurit; Prueger, John H.; Hipps, Lawrence E.; Crow, Wade T.
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errSave
Application of a remote-sensing three-source energy balance model to improve evapotranspiration partitioning in vineyards
errIRRIGATION SCIENCE
IF3.5
err2022-04-05
err24
errOAAI
errBurchard-Levine, Vicente; Nieto, Hector; Kustas, William P.; Gao, Feng; Alfieri, Joseph G.; Prueger, John H.; Hipps, Lawrence E.; Bambach-Ortiz, Nicolas; McElrone, Andrew J.; Castro, Sebastian J.; Mar Alsina, Maria; McKee, Lynn G.; Zahn, Einara; Bou-Zeid, Elie; Dokoozlian, Nick
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errSave
LAI estimation across California vineyards using sUAS multi-seasonal multi-spectral, thermal, and elevation information and machine learning
errIRRIGATION SCIENCE
IF3.5
err2022-03-14
err17
PREAI
errGao, Rui; Torres-Rua, Alfonso F.; Aboutalebi, Mahyar; White, William A.; Anderson, Martha; Kustas, William P.; Agam, Nurit; Alsina, Maria Mar; Alfieri, Joseph; Hipps, Lawrence; Dokoozlian, Nick; Nieto, Hector; Gao, Feng; McKee, Lynn G.; Prueger, John H.; Sanchez, Luis; Mcelrone, Andrew J.; Bambach-Ortiz, Nicolas; Coopmans, Calvin; Gowing, Ian
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errSave
The effect of ripening rates on the composition of Cabernet Sauvignon and Riesling wines: Further insights into the sugar/flavor nexus
errFOOD CHEMISTRY
IF9.8
err2022-03-01
err6
PREAI
errPrevitali, Pietro; Dokoozlian, Nick K.; Pan, Bruce S.; Wilkinson, Kerry L.; Ford, Christopher M.
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errSave
Impact of advection on two-source energy balance (TSEB) canopy transpiration parameterization for vineyards in the California Central Valley
errIRRIGATION SCIENCE
IF3.5
err2022-02-21
err20
PREAI
errKustas, William P.; Nieto, Hector; Garcia-Tejera, Omar; Bambach, Nicolas; McElrone, Andrew J.; Gao, Feng; Alfieri, Joseph G.; Hipps, Lawrence E.; Prueger, John H.; Torres-Rua, Alfonso; Anderson, Martha C.; Knipper, Kyle; Alsina, Maria Mar; McKee, Lynn G.; Zahn, Einara; Bou-Zeid, Elie; Dokoozlian, Nick
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errSave
Crop Load and Plant Water Status Influence the Ripening Rate and Aroma Development in Berries of Grapevine (Vitis vinifera L.) cv. Cabernet Sauvignon
errJOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY
IF6.2
err2021-06-30
err18
PREAI
errPrevitali, Pietro; Dokoozlian, Nick K.; Pan, Bruce S.; Wilkinson, Kerry L.; Ford, Christopher M.
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errSave
The Effects of Temperature and Ethanol on Proanthocyanidin Adsorption to Grape Cell Wall Material in the Presence of Anthocyanins
errMOLECULES
IF4.6
err2020-09-10
err10
errOAAI
errBeaver, Jordan W.; Miller, Konrad, V; Medina-Plaza, Cristina; Dokoozlian, Nick; Ponangi, Ravi; Blair, Thomas; Block, David; Oberholster, Anita
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errSave
Data assimilation of high-resolution thermal and radar remote sensing retrievals for soil moisture monitoring in a drip-irrigated vineyard
errREMOTE SENSING OF ENVIRONMENT
IF11.4
err2020-03-01
err50
errOAAI
errLei, Fangni; Crow, Wade T.; Kustas, William P.; Dong, Jianzhi; Yang, Yun; Knipper, Kyle R.; Anderson, Martha C.; Gao, Feng; Notarnicola, Claudia; Greifeneder, Felix; McKee, Lynn M.; Alfieri, Joseph G.; Hain, Christopher; Dokoozlian, Nick
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Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
J
Jason C. White
H-index: 99 · Papers: 669
G
Gregory V. Lowry
H-index: 97 · Papers: 368
W
William P. Kustas
H-index: 94 · Papers: 619
M
Martha C. Anderson
H-index: 94 · Papers: 669
F
Feng Gao
H-index: 81 · Papers: 408
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