Center pivot field delineation and mapping: A satellite-driven object-based image analysis approach for national scale accounting

Automatic Mapping of Center Pivot Irrigation Systems from Satellite Images Using Deep Learning

(2020) Marciano Saraiva et al.   Remote Sensing

A High-Resolution Cropland Map for the West African Sahel Based on High-Density Training Data, Google Earth Engine, and Locally Optimized Machine Learning

(2020) Kaboro Samasse et al.   Remote Sensing

Will novel coronavirus (Covid-19) pandemic impact agriculture, food security and animal sectors?

(2020) Mahmoud F. Seleiman et al.   Bioscience Journal

A review of remote sensing applications in agriculture for food security: Crop growth and yield, irrigation, and crop losses

(2020) L. Karthikeyan et al.   JOURNAL OF HYDROLOGY

Deep learning on edge: Extracting field boundaries from satellite images with a convolutional neural network

(2020) François Waldner et al.   REMOTE SENSING OF ENVIRONMENT

Deep Semantic Segmentation of Center Pivot Irrigation Systems from Remotely Sensed Data

(2020) Anesmar Olino de Albuquerque et al.   Remote Sensing

Desertifying deserts

(2020) Jaime Martínez-Valderrama et al.   Nature Sustainability

Minimizing Timing Jitter’s Impact on Ground-Penetrating Radar Array Coupling Signals

(2020) Samuel Wagner et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A comparison of object-based image analysis approaches for field boundary delineation using multi-temporal Sentinel-2 imagery

(2019) Barry Watkins et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Segmentation for Object-Based Image Analysis (OBIA): A review of algorithms and challenges from remote sensing perspective

(2019) Mohammad D. Hossain et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Agricultural cropland extent and areas of South Asia derived using Landsat satellite 30-m time-series big-data using random forest machine learning algorithms on the Google Earth Engine cloud

(2019) Murali Krishna Gumma et al.   GIScience & Remote Sensing

Mapping three decades of annual irrigation across the US High Plains Aquifer using Landsat and Google Earth Engine

(2019) Jillian M. Deines et al.   REMOTE SENSING OF ENVIRONMENT

A review of accuracy assessment for object-based image analysis: From per-pixel to per-polygon approaches

(2018) Su Ye et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Utilization of Landsat-8 data for the estimation of carrot and maize crop water footprint under the arid climate of Saudi Arabia

(2018) Rangaswamy Madugundu et al.   PLoS One

Robust Landsat-based crop time series modelling

(2018) D.P. Roy et al.   REMOTE SENSING OF ENVIRONMENT

Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis

(2018) Mariana Belgiu et al.   REMOTE SENSING OF ENVIRONMENT

Using Multi-Spectral UAV Imagery to Extract Tree Crop Structural Properties and Assess Pruning Effects

(2018) Kasper Johansen et al.   Remote Sensing

Large area cropland extent mapping with Landsat data and a generalized classifier

(2018) Aparna R. Phalke et al.   REMOTE SENSING OF ENVIRONMENT

Mapping irrigated agriculture in complex landscapes using SPOT6 imagery and object-based image analysis – A case study in the Central Rift Valley, Ethiopia –

(2018) M.F.A. Vogels et al.   International Journal of Applied Earth Observation and Geoinformation

Using GeoEye-1 Imagery for Multi-Temporal Object-Based Detection of Canegrub Damage in Sugarcane Fields in Queensland, Australia

(2017) Kasper Johansen et al.   GIScience & Remote Sensing

Impacts of dust aerosol and adjacency effects on the accuracy of Landsat 8 and RapidEye surface reflectances

(2017) Rasmus Houborg et al.   REMOTE SENSING OF ENVIRONMENT

CubeSats in Hydrology: Ultrahigh-Resolution Insights Into Vegetation Dynamics and Terrestrial Evaporation

(2017) M. F. McCabe et al.   WATER RESOURCES RESEARCH

A systematic comparison of different object-based classification techniques using high spatial resolution imagery in agricultural environments

(2016) Manchun Li et al.   International Journal of Applied Earth Observation and Geoinformation

A method for mapping Australian woody vegetation cover by linking continental-scale field data and long-term Landsat time series

(2016) Tony Gill et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A multi-decadal assessment of the performance of gauge- and model-based rainfall products over Saudi Arabia: climatology, anomalies and trends

(2015) Ahmed M. El Kenawy et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Monitoring the spatio-temporal dynamics of swidden agriculture and fallow vegetation recovery using Landsat imagery in northern Laos

(2015) Chenhua Liao et al.   Journal of Geographical Sciences

Reconciling food and water security objectives of MENA and sub-Saharan Africa: is there a role for large-scale agricultural investments?

(2015) Timothy Olalekan Williams   Food Security

Object-Based Crop Classification with Landsat-MODIS Enhanced Time-Series Data

(2015) Qingting Li et al.   Remote Sensing

Improved global cropland data as an essential ingredient for food security

(2015) Linda See et al.   Global Food Security-Agriculture Policy Economics and Environment

Impacts of agricultural policy on irrigation water demand: a case study of Saudi Arabia

(2014) Omar K.M. Ouda   INTERNATIONAL JOURNAL OF WATER RESOURCES DEVELOPMENT

Automated crop field extraction from multi-temporal Web Enabled Landsat Data

(2014) L. Yan et al.   REMOTE SENSING OF ENVIRONMENT

Mapping Banana Plants from High Spatial Resolution Orthophotos to Facilitate Plant Health Assessment

(2014) Kasper Johansen et al.   Remote Sensing

Object-Based Image Classification of Summer Crops with Machine Learning Methods

(2014) José Peña et al.   Remote Sensing

Geographic Object-Based Image Analysis – Towards a new paradigm

(2013) Thomas Blaschke et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Accuracy Assessment Measures for Object-based Image Segmentation Goodness

(2013) Nicholas Clinton et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Transferability of Object-Oriented Image Analysis Methods for Slum Identification

(2013) Divyani Kohli et al.   Remote Sensing

Discrepancy measures for selecting optimal combination of parameter values in object-based image analysis

(2012) Yong Liu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A feature extraction software tool for agricultural object-based image analysis

(2011) L.A. Ruiz et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

SPECIAL FEATURE – Geographic Object-Based Image Analysis

(2011) K. Johansen et al.   Journal of Spatial Science

Object-based cloud and cloud shadow detection in Landsat imagery

(2011) Zhe Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Cadastral maps of irrigated areas by center pivots in the State of Minas Gerais, using CBERS-2B/CCD satellite imaging

(2011) Elizabeth Ferreira et al.   Engenharia Agricola

Automatic Geographic Object Based Mapping of Streambed and Riparian Zone Extent from LiDAR Data in a Temperate Rural Urban Environment, Australia

(2011) Kasper Johansen et al.   Remote Sensing

ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data

(2010) Lucian Drǎguţ et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A framework of region-based spatial relations for non-overlapping features and its application in object based image analysis

(2008) Yu Liu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING