Mapping crop yield spatial variability using Sentinel-2 vegetation indices in Ethiopia

Comparative Analysis of Statistical and Machine Learning Techniques for Rice Yield Forecasting for Chhattisgarh, India

(2023) Anurag Satpathi et al.   Sustainability

Crop Yield Prediction Using Machine Learning Models: Case of Irish Potato and Maize

(2023) Martin Kuradusenge et al.   Agriculture-Basel

Predictors of drought-induced crop yield/losses in two agroecologies of southern Tigray, Northern Ethiopia

(2022) Emmanuel Eze et al.   Scientific Reports

A linear approach for wheat yield prediction by using different spectral vegetation indices

(2022) Yunus KAYA et al.   International Journal of Engineering and Geosciences

The Prediction of Wheat Yield in the North China Plain by Coupling Crop Model with Machine Learning Algorithms

(2022) Yanxi Zhao et al.   Agriculture-Basel

Geospatial modeling and mapping of soil organic carbon and texture from spectroradiometric data in Nile basin

(2022) Gizachew Ayalew Tiruneh et al.   Remote Sensing Applications: Society and Environment

Assessing within-Field Corn and Soybean Yield Variability from WorldView-3, Planet, Sentinel-2, and Landsat 8 Satellite Imagery

(2021) Sergii Skakun et al.   Remote Sensing

GYMEE: A Global Field-Scale Crop Yield and ET Mapper in Google Earth Engine Based on Landsat, Weather, and Soil Data

(2021) Hadi Jaafar et al.   Remote Sensing

UAV-based high-throughput phenotyping to increase prediction and selection accuracy in maize varieties under artificial MSV inoculation

(2021) Walter Chivasa et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Machine learning models based on remote and proximal sensing as potential methods for in-season biomass yields prediction in commercial sorghum fields

(2021) Ephrem Habyarimana et al.   PLoS One

Ten years of corn yield dynamics at field scale under digital agriculture solutions: A case study from North Italy

(2021) Ahmed Kayad et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Spatial variability of soil chemical properties under different land-uses in Northwest Ethiopia

(2021) Gizachew Ayalew Tiruneh et al.   PLoS One

Suitability of satellite remote sensing data for yield estimation in northeast Germany

(2021) Claudia Vallentin et al.   PRECISION AGRICULTURE

Studying the Feasibility of Assimilating Sentinel-2 and PlanetScope Imagery into the SAFY Crop Model to Predict Within-Field Wheat Yield

(2021) V.S. Manivasagam et al.   Remote Sensing

Spatial Analysis of Agronomic Data and UAV Imagery for Rice Yield Estimation

(2021) Nikolas Perros et al.   Agriculture-Basel

Spatial variability modeling of soil fertility for improved nutrient management in Northwest Ethiopia

(2021) Gizachew Ayalew Tiruneh et al.   Arabian Journal of Geosciences

Combined Use of Landsat 8 and Sentinel 2A Imagery for Improved Sugarcane Yield Estimation in Wonji-Shoa, Ethiopia

(2021) Gebeyehu Abebe et al.   Journal of the Indian Society of Remote Sensing

Within-Field Rice Yield Estimation Based on Sentinel-2 Satellite Data

(2021) Belen Franch et al.   Remote Sensing

Estimation and Forecasting of Rice Yield Using Phenology-Based Algorithm and Linear Regression Model on Sentinel-II Satellite Data

(2021) Abid Nazir et al.   Agriculture-Basel

Accuracy of NDVI-derived corn yield predictions is impacted by time of sensing

(2020) Angel Maresma et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Enabling breeding of spring wheat for optimisation of flowering time for current and future climates by linking genetic maps to simulation model parameters

(2020) Matthieu Bogard et al.   CROP SCIENCE

Predicting crop yields and soil‐plant nitrogen dynamics in the US Corn Belt

(2020) Sotirios V. Archontoulis et al.   CROP SCIENCE

Performance of chlorophyll prediction indices for Eragrostis tef at Sentinel-2 MSI and Landsat-8 OLI spectral resolutions

(2020) K. Colton Flynn et al.   PRECISION AGRICULTURE

A CNN-RNN Framework for Crop Yield Prediction

(2020) Saeed Khaki et al.   Frontiers in Plant Science

Predicting Wheat Yield at the Field Scale by Combining High-Resolution Sentinel-2 Satellite Imagery and Crop Modelling

(2020) Yan Zhao et al.   Remote Sensing

Land Suitability Assessment and Agricultural Production Sustainability Using Machine Learning Models

(2020) Ruhollah Taghizadeh-Mehrjardi et al.   Agronomy-Basel

An improved inversion algorithm for spatio-temporal retrieval of soil moisture through modified water cloud model using C- band Sentinel-1A SAR data

(2020) Vijay Pratap Yadav et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

Assessment of red-edge vegetation descriptors in a modified water cloud model for forward modelling using Sentinel – 1A and Sentinel – 2 satellite data

(2020) Vijay Pratap Yadav et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Topographic Wetness Index calculation guidelines based on measured soil moisture and plant species composition

(2020) Martin Kopecký et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Synergy of Vegetation and Soil Microwave Scattering Model for Leaf Area Index Retrieval Using C-Band Sentinel-1A Satellite Data

(2020) Vijay Pratap Yadav et al.   IEEE Geoscience and Remote Sensing Letters

Analysis and Predictability of Drought In Northwest Africa Using Optical and Microwave Satellite Remote Sensing Products

(2019) Michel Le Page et al.   Scientific Reports

Estimating crop primary productivity with Sentinel-2 and Landsat 8 using machine learning methods trained with radiative transfer simulations

(2019) Aleksandra Wolanin et al.   REMOTE SENSING OF ENVIRONMENT

Object-Based Time-Constrained Dynamic Time Warping Classification of Crops Using Sentinel-2

(2019) Ovidiu Csillik et al.   Remote Sensing

Rice Yield Estimation Using Parcel-Level Relative Spectral Variables From UAV-Based Hyperspectral Imagery

(2019) Feilong Wang et al.   Frontiers in Plant Science

Smallholder maize area and yield mapping at national scales with Google Earth Engine

(2019) Zhenong Jin et al.   REMOTE SENSING OF ENVIRONMENT

Potato Yield Prediction Using Machine Learning Techniques and Sentinel 2 Data

(2019) Gómez et al.   Remote Sensing

Delineation of management zones with spatial data fusion and belief theory

(2019) Claudia Vallentin et al.   PRECISION AGRICULTURE

High resolution wheat yield mapping using Sentinel-2

(2019) Merryn L. Hunt et al.   REMOTE SENSING OF ENVIRONMENT

Maize yield and nitrate loss prediction with machine learning algorithms

(2019) Mohsen Shahhosseini et al.   Environmental Research Letters

Mapping spatial variability of foliar nitrogen in coffee ( Coffea arabica L.) plantations with multispectral Sentinel-2 MSI data

(2018) Abel Chemura et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Unmanned aerial systems-based remote sensing for monitoring sorghum growth and development

(2018) Sanaz Shafian et al.   PLoS One

Mapping within-field variability in wheat yield and biomass using remote sensing vegetation indices

(2018) Isidro Campos et al.   PRECISION AGRICULTURE

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

Downscaling rice yield simulation at sub-field scale using remotely sensed LAI data

(2018) Carlo Gilardelli et al.   EUROPEAN JOURNAL OF AGRONOMY

The effect of fusing Sentinel-2 bands on land-cover classification

(2017) Mateo Gašparović et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

Comprehensive assessment of soil erosion risk for better land use planning in river basins: Case study of the Upper Blue Nile River

(2017) Nigussie Haregeweyn et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spatio-temporal variability and trends of precipitation and extreme rainfall events in Ethiopia in 1980–2010

(2017) Sridhar Gummadi et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Mapping Smallholder Yield Heterogeneity at Multiple Scales in Eastern Africa

(2017) Zhenong Jin et al.   Remote Sensing

Monitoring of Wheat Growth Status and Mapping of Wheat Yield’s within-Field Spatial Variations Using Color Images Acquired from UAV-camera System

(2017) Mengmeng Du et al.   Remote Sensing

A Combined Random Forest and OBIA Classification Scheme for Mapping Smallholder Agriculture at Different Nomenclature Levels Using Multisource Data (Simulated Sentinel-2 Time Series, VHRS and DEM)

(2017) Valentine Lebourgeois et al.   Remote Sensing

Crop reflectance monitoring as a tool for water stress detection in greenhouses: A review

(2016) Nikolaos Katsoulas et al.   BIOSYSTEMS ENGINEERING

Estimation of leaf area index and crop height of sunflowers using multi-temporal optical and SAR satellite data

(2016) R. Fieuzal et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Developing in situ Non-Destructive Estimates of Crop Biomass to Address Issues of Scale in Remote Sensing

(2015) Michael Marshall et al.   Remote Sensing

Normalized Difference Vegetation Index as a Tool for Wheat Yield Estimation: A Case Study from Faisalabad, Pakistan

(2014) Syeda Refat Sultana et al.   TheScientificWorldJOURNAL

Combined effect of soil bund with biological soil and water conservation measures in the northwestern Ethiopian highlands

(2014) Tadele Amare et al.   ECOHYDROLOGY & HYDROBIOLOGY

Forecasting crop yield using remotely sensed vegetation indices and crop phenology metrics

(2013) Douglas K. Bolton et al.   AGRICULTURAL AND FOREST METEOROLOGY

Visible, Near-Infrared, and Mid-Infrared Spectroscopy Applications for Soil Assessment with Emphasis on Soil Organic Matter Content and Quality: State-of-the-Art and Key Issues

(2013) Asa Gholizadeh et al.   APPLIED SPECTROSCOPY

MODIS-based corn grain yield estimation model incorporating crop phenology information

(2013) Toshihiro Sakamoto et al.   REMOTE SENSING OF ENVIRONMENT

Climate change impacts on crop productivity in Africa and South Asia

(2012) Jerry Knox et al.   Environmental Research Letters

A methodological approach for defining spectral indices for assessing tomato nitrogen status and yield

(2011) G. Gianquinto et al.   EUROPEAN JOURNAL OF AGRONOMY

On farm assessment of rice yield variability and productivity gaps between organic and conventional cropping systems under Mediterranean climate

(2011) S. Delmotte et al.   EUROPEAN JOURNAL OF AGRONOMY

Remote estimation of gross primary productivity in soybean and maize based on total crop chlorophyll content

(2011) Yi Peng et al.   REMOTE SENSING OF ENVIRONMENT

Value of Using Different Vegetative Indices to Quantify Agricultural Crop Characteristics at Different Growth Stages under Varying Management Practices

(2010) Jerry L. Hatfield et al.   Remote Sensing

A spectral index to monitor the head-emergence of wheat in semi-arid conditions

(2009) Agustin Pimstein et al.   FIELD CROPS RESEARCH

Correlation between potato yield and MODIS‐derived vegetation indices

(2009) S. K. Bala et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Effect of irrigation and nitrogen application methods on input use efficiency of wheat under limited water supply in a Vertisol of Central India

(2009) K. K. Bandyopadhyay et al.   IRRIGATION SCIENCE

Assessing the performance of NDVI as a proxy for plant biomass using non-linear models: a case study on the Kerguelen archipelago

(2009) H. Santin-Janin et al.   POLAR BIOLOGY

Retrieving Leaf Area Index (LAI) Using Remote Sensing: Theories, Methods and Sensors

(2009) Guang Zheng et al.   SENSORS

Monitoring and modelling of urban sprawl using remote sensing and GIS techniques

(2007) Mahesh Kumar Jat et al.   International Journal of Applied Earth Observation and Geoinformation