Enhanced mapping of a smallholder crop farming landscape through image fusion and model stacking

Classification of Crops, Pastures, and Tree Plantations along the Season with Multi-Sensor Image Time Series in a Subtropical Agricultural Region

(2019) Cecília Lira Melo de Oliveira Santos et al.   Remote Sensing

Urban Tree Species Classification Using a WorldView-2/3 and LiDAR Data Fusion Approach and Deep Learning

(2019) Sean Hartling et al.   SENSORS

Integration of Sentinel-1 and Sentinel-2 for Classification and LULC Mapping in the Urban Area of Belém, Eastern Brazilian Amazon

(2019) Paulo Tavares et al.   SENSORS

Evaluation of Sentinel-1 and 2 Time Series for Land Cover Classification of Forest–Agriculture Mosaics in Temperate and Tropical Landscapes

(2019) Audrey Mercier et al.   Remote Sensing

Exploring the Potential of Mapping Cropping Patterns on Smallholder Scale Croplands Using Sentinel-1 SAR Data

(2019) Juliana Useya et al.   Chinese Geographical Science

Delineation of agricultural fields in smallholder farms from satellite images using fully convolutional networks and combinatorial grouping

(2019) C. Persello et al.   REMOTE SENSING OF ENVIRONMENT

Influence of Soil Background on Spectral Reflectance of Winter Wheat Crop Canopy

(2019) Elena Prudnikova et al.   Remote Sensing

Imbalanced Learning in Land Cover Classification: Improving Minority Classes’ Prediction Accuracy Using the Geometric SMOTE Algorithm

(2019) Georgios Douzas et al.   Remote Sensing

Crop classification from Sentinel-2-derived vegetation indices using ensemble learning

(2018) Rei Sonobe et al.   Journal of Applied Remote Sensing

Time-series classification of Sentinel-1 agricultural data over North Dakota

(2018) Tracy Whelen et al.   Remote Sensing Letters

A Cloud-Based Multi-Temporal Ensemble Classifier to Map Smallholder Farming Systems

(2018) Rosa Aguilar et al.   Remote Sensing

Challenges and opportunities for revitalising smallholder irrigation schemes in South Africa

(2018) M Fanadzo et al.   WATER SA

Sensitivity of Sentinel-1 Backscatter to Vegetation Dynamics: An Austrian Case Study

(2018) Mariette Vreugdenhil et al.   Remote Sensing

Comparative Performance Evaluation of Pixel-Level and Decision-Level Data Fusion of Landsat 8 OLI, Landsat 7 ETM+ and Sentinel-2 MSI for Crop Ensemble Classification

(2018) Juliana Useya et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Crop Classification Based on Temporal Information Using Sentinel-1 SAR Time-Series Data

(2018) Lu Xu et al.   Remote Sensing

Synergistic Use of Radar Sentinel-1 and Optical Sentinel-2 Imagery for Crop Mapping: A Case Study for Belgium

(2018) Kristof Van Tricht et al.   Remote Sensing

Evaluation of Using Sentinel-1 and -2 Time-Series to Identify Winter Land Use in Agricultural Landscapes

(2018) Julien Denize et al.   Remote Sensing

dPEN: deep Progressively Expanded Network for mapping heterogeneous agricultural landscape using WorldView-3 satellite imagery

(2018) Paheding Sidike et al.   REMOTE SENSING OF ENVIRONMENT

Fusion of Sentinel-1A and Sentinel-2A data for land cover mapping: a case study in the lower Magdalena region, Colombia

(2017) Nicola Clerici et al.   Journal of Maps

Mapping Winter Wheat with Multi-Temporal SAR and Optical Images in an Urban Agricultural Region

(2017) Tao Zhou et al.   SENSORS

A Variable Impacts Measurement in Random Forest for Mobile Cloud Computing

(2017) Jae-Hee Hur et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Significant Remote Sensing Vegetation Indices: A Review of Developments and Applications

(2017) Jinru Xue et al.   Journal of Sensors

Subnational distribution of average farm size and smallholder contributions to global food production

(2016) Leah H Samberg et al.   Environmental Research Letters

A generalized computer vision approach to mapping crop fields in heterogeneous agricultural landscapes

(2016) Stephanie R. Debats et al.   REMOTE SENSING OF ENVIRONMENT

Improved Early Crop Type Identification By Joint Use of High Temporal Resolution SAR And Optical Image Time Series

(2016) Jordi Inglada et al.   Remote Sensing

Dust storm detection using random forests and physical-based approaches over the Middle East

(2015) Amir Hossein Souri et al.   Journal of Earth System Science

Integration of Optical and Synthetic Aperture Radar Imagery for Improving Crop Mapping in Northwestern Benin, West Africa

(2014) Gerald Forkuor et al.   Remote Sensing

Should subsistence agriculture be supported as a strategy to address rural food insecurity?

(2010) M Aliber et al.   Agrekon

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

Development of a two-band enhanced vegetation index without a blue band

(2008) Z JIANG et al.   REMOTE SENSING OF ENVIRONMENT

Development of a crop‐specific spectral library and discrimination of various agricultural crop varieties using hyperspectral imagery

(2007) N. Rama Rao   INTERNATIONAL JOURNAL OF REMOTE SENSING