Advancing Agricultural Production With Machine Learning Analytics: Yield Determinants for California’s Almond Orchards
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Advancing Agricultural Production With Machine Learning Analytics: Yield Determinants for California’s Almond Orchards
Authors
Keywords
-
Journal
Frontiers in Plant Science
Volume 11, Issue -, Pages -
Publisher
Frontiers Media SA
Online
2020-03-13
DOI
10.3389/fpls.2020.00290
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Estimating Rangeland Forage Production Using Remote Sensing Data from a Small Unmanned Aerial System (sUAS) and PlanetScope Satellite
- (2019) Han Liu et al. Remote Sensing
- Automatic mapping of planting year for tree crops with Landsat satellite time series stacks
- (2019) Bin Chen et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Opportunities and challenges in fruit tree and orchard modelling
- (2019) T.M. DeJong et al. EUROPEAN JOURNAL OF HORTICULTURAL SCIENCE
- California Almond Yield Prediction at the Orchard Level With a Machine Learning Approach
- (2019) Zhou Zhang et al. Frontiers in Plant Science
- An enhanced bloom index for quantifying floral phenology using multi-scale remote sensing observations
- (2019) Bin Chen et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Using Multi-Spectral UAV Imagery to Extract Tree Crop Structural Properties and Assess Pruning Effects
- (2018) Kasper Johansen et al. Remote Sensing
- Towards Remote Estimation of Radiation Use Efficiency in Maize Using UAV-Based Low-Cost Camera Imagery
- (2018) Andreas Tewes et al. Agronomy-Basel
- Climate Change Trends and Impacts on California Agriculture: A Detailed Review
- (2018) Tapan Pathak et al. Agronomy-Basel
- Yield in almond is related more to the abundance of flowers than the relative number of flowers that set fruit
- (2016) Sergio Tombesi et al. CALIFORNIA AGRICULTURE
- Random forest in remote sensing: A review of applications and future directions
- (2016) Mariana Belgiu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Influence of extreme weather disasters on global crop production
- (2016) Corey Lesk et al. NATURE
- Estimating Nitrate Leaching to Groundwater from Orchards: Comparing Crop Nitrogen Excess, Deep Vadose Zone Data-Driven Estimates, and HYDRUS Modeling
- (2016) S. Baram et al. VADOSE ZONE JOURNAL
- Fruit development in almond is influenced by early Spring temperatures in California
- (2016) S. Tombesi et al. JOURNAL OF HORTICULTURAL SCIENCE & BIOTECHNOLOGY
- Random Forests for Global and Regional Crop Yield Predictions
- (2016) Jig Han Jeong et al. PLoS One
- Light interception, leaf nitrogen and yield prediction in almonds: A case study
- (2015) Jose L. Zarate-Valdez et al. EUROPEAN JOURNAL OF AGRONOMY
- Water availability and land subsidence in the Central Valley, California, USA
- (2015) Claudia C. Faunt et al. HYDROGEOLOGY JOURNAL
- Combining UAV-based plant height from crop surface models, visible, and near infrared vegetation indices for biomass monitoring in barley
- (2015) Juliane Bendig et al. International Journal of Applied Earth Observation and Geoinformation
- Mapping Atmospheric Moisture Climatologies across the Conterminous United States
- (2015) Christopher Daly et al. PLoS One
- Constraints and potentials of future irrigation water availability on agricultural production under climate change
- (2013) Joshua Elliott et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Assessment of regional change in nitrate concentrations in groundwater in the Central Valley, California, USA, 1950s–2000s
- (2012) Karen R. Burow et al. Environmental Earth Sciences
- California perennial crops in a changing climate
- (2011) David B. Lobell et al. CLIMATIC CHANGE
- Global food demand and the sustainable intensification of agriculture
- (2011) D. Tilman et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Critical review of chemometric indicators commonly used for assessing the quality of the prediction of soil attributes by NIR spectroscopy
- (2010) Véronique Bellon-Maurel et al. TRAC-TRENDS IN ANALYTICAL CHEMISTRY
- Variable Importance Assessment in Regression: Linear Regression versus Random Forest
- (2009) Ulrike Grömping AMERICAN STATISTICIAN
- Climatic Changes Lead to Declining Winter Chill for Fruit and Nut Trees in California during 1950–2099
- (2009) Eike Luedeling et al. PLoS One
- Declining global per capita agricultural production and warming oceans threaten food security
- (2009) Chris C. Funk et al. Food Security
- Translational research impacting on crop productivity in drought-prone environments
- (2008) Matthew Reynolds et al. CURRENT OPINION IN PLANT BIOLOGY
- Physiographically sensitive mapping of climatological temperature and precipitation across the conterminous United States
- (2008) Christopher Daly et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started