Exploring the use of Sentinel-2 datasets and environmental variables to model wheat crop yield in smallholder arid and semi-arid farming systems
出版年份 2023 全文链接
标题
Exploring the use of Sentinel-2 datasets and environmental variables to model wheat crop yield in smallholder arid and semi-arid farming systems
作者
关键词
-
出版物
SCIENCE OF THE TOTAL ENVIRONMENT
Volume 869, Issue -, Pages 161716
出版商
Elsevier BV
发表日期
2023-01-20
DOI
10.1016/j.scitotenv.2023.161716
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Enhancing Crop Yield Prediction Utilizing Machine Learning on Satellite-Based Vegetation Health Indices
- (2022) Hoa Thi Pham et al. SENSORS
- Maize Yield Estimation in Intercropped Smallholder Fields Using Satellite Data in Southern Malawi
- (2022) Chengxiu Li et al. Remote Sensing
- A Systematic Literature Review on Crop Yield Prediction with Deep Learning and Remote Sensing
- (2022) Priyanga Muruganantham et al. Remote Sensing
- Implications of intra-plot heterogeneity for yield estimation accuracy: Evidence from smallholder maize systems in Ethiopia
- (2021) Tesfaye Shiferaw Sida et al. FIELD CROPS RESEARCH
- How accurate are yield estimates from crop cuts? Evidence from smallholder maize farms in Ethiopia
- (2021) Frederic Kosmowski et al. FOOD POLICY
- Corn yield prediction and uncertainty analysis based on remotely sensed variables using a Bayesian neural network approach
- (2021) Yuchi Ma et al. REMOTE SENSING OF ENVIRONMENT
- Simultaneous corn and soybean yield prediction from remote sensing data using deep transfer learning
- (2021) Saeed Khaki et al. Scientific Reports
- The Role of Earth Observation in Achieving Sustainable Agricultural Production in Arid and Semi-Arid Regions of the World
- (2021) Sarchil Hama Qader et al. Remote Sensing
- Modeling of Durum Wheat Yield Based on Sentinel-2 Imagery
- (2021) Chris Cavalaris et al. Agronomy-Basel
- Farm-Scale Crop Yield Prediction from Multi-Temporal Data Using Deep Hybrid Neural Networks
- (2021) Martin Engen et al. Agronomy-Basel
- Estimating Yields of Household Fields in Rural Subsistence Farming Systems to Study Food Security in Burkina Faso
- (2020) Isabel G. Karst et al. Remote Sensing
- Remote Sensing for Precision Agriculture: Sentinel-2 Improved Features and Applications
- (2020) Joel Segarra et al. Agronomy-Basel
- Crops monitoring and yield estimation using sentinel products in semi-arid smallholder irrigation schemes
- (2020) Boris Ouattara et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- The Potential of Sentinel-2 for Crop Production Estimation in a Smallholder Agroforestry Landscape, Burkina Faso
- (2020) Martin Karlson et al. Frontiers in Environmental Science
- Using remote sensing to assess the effect of trees on millet yield in complex parklands of Central Senegal
- (2020) L. Leroux et al. AGRICULTURAL SYSTEMS
- Exploitation of the red-edge bands of Sentinel 2 to improve the estimation of durum wheat yield in Grombalia region (Northeastern Tunisia)
- (2020) Rim Mehdaoui et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Performances of Vegetation Indices on Paddy Rice at Elevated Air Temperature, Heat Stress, and Herbicide Damage
- (2020) Jae-Hyun Ryu et al. Remote Sensing
- Land surface phenology as indicator of global terrestrial ecosystem dynamics: A systematic review
- (2020) Jose A. Caparros-Santiago et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Field-level crop yield mapping with Landsat using a hierarchical data assimilation approach
- (2019) Yanghui Kang et al. REMOTE SENSING OF ENVIRONMENT
- Evaluation of sum-NDVI values to estimate wheat grain yields using multi-temporal Landsat OLI data
- (2019) Asadollah Mirasi et al. Geocarto International
- Maize yield estimation in West Africa from crop process-induced combinations of multi-domain remote sensing indices
- (2019) Louise Leroux et al. EUROPEAN JOURNAL OF AGRONOMY
- A Copernicus Sentinel-1 and Sentinel-2 Classification Framework for the 2020+ European Common Agricultural Policy: A Case Study in València (Spain)
- (2019) Campos-Taberner et al. Agronomy-Basel
- Mapping sub-field maize yields in Nebraska, USA by combining remote sensing imagery, crop simulation models, and machine learning
- (2019) Graham R. Jeffries et al. PRECISION AGRICULTURE
- High resolution wheat yield mapping using Sentinel-2
- (2019) Merryn L. Hunt et al. REMOTE SENSING OF ENVIRONMENT
- Sight for Sorghums: Comparisons of Satellite- and Ground-Based Sorghum Yield Estimates in Mali
- (2019) David B. Lobell et al. Remote Sensing
- Forecasting wheat and barley crop production in arid and semi-arid regions using remotely sensed primary productivity and crop phenology: A case study in Iraq
- (2018) Sarchil Hama Qader et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Estimating smallholder crops production at village level from Sentinel-2 time series in Mali's cotton belt
- (2018) Marie-Julie Lambert et al. REMOTE SENSING OF ENVIRONMENT
- Satellite-based assessment of yield variation and its determinants in smallholder African systems
- (2017) Marshall Burke et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Google Earth Engine: Planetary-scale geospatial analysis for everyone
- (2017) Noel Gorelick et al. REMOTE SENSING OF ENVIRONMENT
- Mapping Smallholder Yield Heterogeneity at Multiple Scales in Eastern Africa
- (2017) Zhenong Jin et al. Remote Sensing
- Crop yield prediction from remotely sensed vegetation indices and primary productivity in arid and semi-arid lands
- (2015) Hadi H. Jaafar et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Bayesian Spatial Modelling withR-INLA
- (2015) Finn Lindgren et al. Journal of Statistical Software
- Cloud cover throughout the agricultural growing season: Impacts on passive optical earth observations
- (2015) Alyssa K. Whitcraft et al. REMOTE SENSING OF ENVIRONMENT
- A scalable satellite-based crop yield mapper
- (2015) David B. Lobell et al. REMOTE SENSING OF ENVIRONMENT
- The potential of the MERIS Terrestrial Chlorophyll Index for crop yield prediction
- (2014) Su Zhang et al. Remote Sensing Letters
- Forecasting crop yield using remotely sensed vegetation indices and crop phenology metrics
- (2013) Douglas K. Bolton et al. AGRICULTURAL AND FOREST METEOROLOGY
- Evaluating the capabilities of Sentinel-2 for quantitative estimation of biophysical variables in vegetation
- (2013) William James Frampton et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Mapping cropping intensity of smallholder farms: A comparison of methods using multiple sensors
- (2013) Meha Jain et al. REMOTE SENSING OF ENVIRONMENT
- Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology
- (2012) Peter M. Atkinson et al. REMOTE SENSING OF ENVIRONMENT
- Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services
- (2012) M. Drusch et al. REMOTE SENSING OF ENVIRONMENT
- Crop yield forecasting on the Canadian Prairies using MODIS NDVI data
- (2011) M.S. Mkhabela et al. AGRICULTURAL AND FOREST METEOROLOGY
- A methodological approach for defining spectral indices for assessing tomato nitrogen status and yield
- (2011) G. Gianquinto et al. EUROPEAN JOURNAL OF AGRONOMY
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started