Cropping Pattern Mapping in an Agro-Natural Heterogeneous Landscape Using Sentinel-2 and Sentinel-1 Satellite Datasets

Spread and impact of fall armyworm (Spodoptera frugiperda J.E. Smith) in maize production areas of Kenya

(2020) Hugo De Groote et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

An evaluation of Guided Regularized Random Forest for classification and regression tasks in remote sensing

(2020) Emma Izquierdo-Verdiguier et al.   International Journal of Applied Earth Observation and Geoinformation

Landscape Vegetation Productivity Influences Population Dynamics of Key Pests in Small Avocado Farms in Kenya

(2020) Nadia K. Toukem et al.   Insects

Large-Scale and High-Resolution Crop Mapping in China Using Sentinel-2 Satellite Imagery

(2020) Yulin Jiang et al.   Agriculture-Basel

Using of Multi-Source and Multi-Temporal Remote Sensing Data Improves Crop-Type Mapping in the Subtropical Agriculture Region

(2019) Chuanliang Sun et al.   SENSORS

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

(2019) Juliana Useya et al.   Chinese Geographical Science

Multi-sensor mapping of honey bee habitats and fragmentation in agro-ecological landscapes in Eastern Kenya

(2019) Pamela Ochungo et al.   Geocarto International

Cropland Classification Using Sentinel-1 Time Series: Methodological Performance and Prediction Uncertainty Assessment

(2019) Erkki Tomppo et al.   Remote Sensing

Is it possible to discern Striga weed (Striga hermonthica) infestation levels in maize agro-ecological systems using in-situ spectroscopy?

(2019) Bester Tawona Mudereri et al.   International Journal of Applied Earth Observation and Geoinformation

Leaf Canopy Layers Affect Spectral Reflectance in Silver Birch

(2019) Maya Deepak et al.   Remote Sensing

Land Cover Classification of Nine Perennial Crops Using Sentinel-1 and -2 Data

(2019) James Brinkhoff et al.   Remote Sensing

Crop-type mapping from a sequence of Sentinel 1 images

(2018) Benson Kipkemboi Kenduiywo et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

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

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

A rule-based approach for crop identification using multi-temporal and multi-sensor phenological metrics

(2018) Gohar Ghazaryan et al.   European Journal of Remote Sensing

Remote Sensing and Cropping Practices: A Review

(2018) Agnès Bégué et al.   Remote Sensing

A Progressive Crop-Type Classification Using Multitemporal Remote Sensing Data and Phenological Information

(2018) Katharina Heupel et al.   PFG-Journal of Photogrammetry Remote Sensing and Geoinformation Science

How much does multi-temporal Sentinel-2 data improve crop type classification?

(2018) Francesco Vuolo et al.   International Journal of Applied Earth Observation and Geoinformation

A Phenology-Based Method to Map Cropping Patterns under a Wheat-Maize Rotation Using Remotely Sensed Time-Series Data

(2018) Jianhong Liu et al.   Remote Sensing

Annual Cropland Mapping Using Reference Landsat Time Series—A Case Study in Central Asia

(2018) Pengyu Hao 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

Multi-Data Approach for remote sensing-based regional crop rotation mapping: A case study for the Rur catchment, Germany

(2017) Guido Waldhoff et al.   International Journal of Applied Earth Observation and Geoinformation

Automated cropland mapping of continental Africa using Google Earth Engine cloud computing

(2017) Jun Xiong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Synergetic Use of Sentinel-1 and Sentinel-2 Data for Soil Moisture Mapping at 100 m Resolution

(2017) Qi Gao et al.   SENSORS

Maize Cropping Systems Mapping Using RapidEye Observations in Agro-Ecological Landscapes in Kenya

(2017) Kyalo Richard et al.   SENSORS

Intercropping patterns and different farming systems affect the yield and yield components of safflower and bitter vetch

(2017) Jalal Jalilian et al.   Journal of Plant Interactions

In-Season Crop Mapping with GF-1/WFV Data by Combining Object-Based Image Analysis and Random Forest

(2017) Qian Song et al.   Remote Sensing

Detecting the Early Stage of Phaeosphaeria Leaf Spot Infestations in Maize Crop Using In Situ Hyperspectral Data and Guided Regularized Random Forest Algorithm

(2017) Elhadi Adam et al.   Journal of Spectroscopy

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

(2017) Jinru Xue et al.   Journal of Sensors

Predicting Spatial Distribution of Key Honeybee Pests in Kenya Using Remotely Sensed and Bioclimatic Variables: Key Honeybee Pests Distribution Models

(2017) David Makori et al.   ISPRS International Journal of Geo-Information

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Examining the Spectral Separability of Prosopis glandulosa from Co-Existent Species Using Field Spectral Measurement and Guided Regularized Random Forest

(2016) Nyasha Mureriwa et al.   Remote Sensing

Cloud Cover Assessment for Operational Crop Monitoring Systems in Tropical Areas

(2016) Isaque Eberhardt et al.   Remote Sensing

An Object-Based Paddy Rice Classification Using Multi-Spectral Data and Crop Phenology in Assam, Northeast India

(2016) Mrinal Singha et al.   Remote Sensing

First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe

(2016) Markus Immitzer et al.   Remote Sensing

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

(2014) Gerald Forkuor et al.   Remote Sensing

Gene selection with guided regularized random forest

(2013) Houtao Deng et al.   PATTERN RECOGNITION

Global food security, biodiversity conservation and the future of agricultural intensification

(2012) Teja Tscharntke et al.   BIOLOGICAL CONSERVATION

An Evaluation of Bagging, Boosting, and Random Forests for Land-Cover Classification in Cape Cod, Massachusetts, USA

(2012) Bardan Ghimire et al.   GIScience & Remote Sensing

Satellite Image Time Series Analysis Under Time Warping

(2012) François Petitjean et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Random forest regression and spectral band selection for estimating sugarcane leaf nitrogen concentration using EO-1 Hyperion hyperspectral data

(2012) Elfatih M. Abdel-Rahman et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Making better use of accuracy data in land change studies: Estimating accuracy and area and quantifying uncertainty using stratified estimation

(2012) Pontus Olofsson et al.   REMOTE SENSING OF ENVIRONMENT

A review of remote sensing methods for biomass feedstock production

(2011) T. Ahamed et al.   BIOMASS & BIOENERGY

Anisotropic reflectance effects on spectral indices for estimating ecophysiological parameters using a portable goniometer system

(2011) Craig A. Coburn et al.   CANADIAN JOURNAL OF REMOTE SENSING

A phenology-based approach to map crop types in the San Joaquin Valley, California

(2011) Liheng Zhong et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Use of field reflectance data for crop mapping using airborne hyperspectral image

(2011) Rama Rao Nidamanuri et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Spatial Database of Cropping System and its Characteristics to Aid Climate Change Impact Assessment Studies

(2011) Sushma Panigrahy et al.   Journal of the Indian Society of Remote Sensing

Comparison of global and regional land cover maps with statistical information for the agricultural domain in Africa

(2010) Steffen Fritz et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING