Related references
Note: Only part of the references are listed.An APMLP Deep Learning Model for Bathymetry Retrieval Using Adjacent Pixels
Jinshan Zhu et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2022)
Microwave Sensing for Estimating Cranberry Crop Yield: A Pilot Study Using Simulated Canopies and Field Measurement Testbeds
Alex F. Haufler et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2022)
Utilisation of spaceborne C-band dual pol Sentinel-1 SAR data for simplified regression-based soil organic carbon estimation in Rupnagar, Punjab, India
Akshar Tripathi et al.
ADVANCES IN SPACE RESEARCH (2022)
Spaceborne C-band SAR remote sensing-based flood mapping and runoff estimation for 2019 flood scenario in Rupnagar, Punjab, India
Akshar Tripathi et al.
ENVIRONMENTAL MONITORING AND ASSESSMENT (2021)
Downscaling Solar-Induced Chlorophyll Fluorescence Based on Convolutional Neural Network Method to Monitor Agricultural Drought
Zhaoxu Zhang et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2021)
A deep translation (GAN) based change detection network for optical and SAR remote sensing images
Xinghua Li et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2021)
A simplified subsurface soil salinity estimation using synergy of SENTINEL-1 SAR and SENTINEL-2 multispectral satellite data, for early stages of wheat crop growth in Rupnagar, Punjab, India
Akshar Tripathi et al.
LAND DEGRADATION & DEVELOPMENT (2021)
Remote Sensing and Social Sensing Data Fusion for Fine-Resolution Population Mapping With a Multimodel Neural Network
Luxiao Cheng et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2021)
Monitoring and Predicting Agricultural Droughts for a Water-Limited Subcontinental Region by Integrating a Land Surface Model and Microwave Remote Sensing
Yohei Sawada et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2020)
An Artificial Intelligence Approach to Prediction of Corn Yields under Extreme Weather Conditions Using Satellite and Meteorological Data
Nari Kim et al.
APPLIED SCIENCES-BASEL (2020)
Monitoring inland water quality using remote sensing: potential and limitations of spectral indices, bio-optical simulations, machine learning, and cloud computing
Vasit Sagan et al.
EARTH-SCIENCE REVIEWS (2020)
Estimating crop yield supply responses to be used for market outlook models: Application to major developed and developing countries
Roel Jongeneel et al.
NJAS-WAGENINGEN JOURNAL OF LIFE SCIENCES (2020)
Classification of Soils into Hydrologic Groups Using Machine Learning
Shiny Abraham et al.
DATA (2020)
Multiple Instance Choquet Integral Classifier Fusion and Regression for Remote Sensing Applications
Xiaoxiao Du et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)
Appraisal of heavy metal contents in groundwater and associated health hazards posed to human population of Ropar wetland, Punjab, India and its environs
Sakshi Sharma et al.
CHEMOSPHERE (2019)
Crop yield prediction with deep convolutional neural networks
Petteri Nevavuori et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2019)
Soil health assessment: Past accomplishments, current activities, and future opportunities
Douglas Karlen et al.
SOIL & TILLAGE RESEARCH (2019)
Forecasting tourist arrivals with machine learning and internet search index
Shaolong Sun et al.
TOURISM MANAGEMENT (2019)
Multiple-Input Deep Convolutional Neural Network Model for Short-Term Photovoltaic Power Forecasting
Chiou-Jye Huang et al.
IEEE ACCESS (2019)
Comparative decision models for anticipating shortage of food grain production in India
Manojit Chattopadhyay et al.
THEORETICAL AND APPLIED CLIMATOLOGY (2018)
Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review
Anna Chlingaryan et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2018)
Heavy metal contamination in soil, food crops and associated health risks for residents of Ropar wetland, Punjab, India and its environs
Sakshi Sharma et al.
FOOD CHEMISTRY (2018)
Agricultural Cyber-Physical System: In-Situ Soil Moisture and Salinity Estimation by Dielectric Mixing
Gunjan Pandey et al.
IEEE ACCESS (2018)
Ground Target Classification in Noisy SAR Images Using Convolutional Neural Networks
Jun Wang et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2018)
Development of an Adaptive Approach for Precision Agriculture Monitoring with Drone and Satellite Data
Deepak Murugan et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2017)
Error bounds for approximations with deep ReLU networks
Dmitry Yarotsky
NEURAL NETWORKS (2017)
Spiking Neural Networks for Crop Yield Estimation Based on Spatiotemporal Analysis of Image Time Series
Pritam Bose et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2016)
Analysis of different polarimetric target decomposition methods in forest density classification using C band SAR data
Alappat Ouseph Varghese et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2016)
Satellite soil moisture for agricultural drought monitoring: Assessment of the SMOS derived Soil Water Deficit Index
J. Martinez-Fernandez et al.
REMOTE SENSING OF ENVIRONMENT (2016)
In situ effects of biochar on aggregation, water retention and porosity in light-textured tropical soils
Alfred Obia et al.
SOIL & TILLAGE RESEARCH (2016)
Extreme Learning Machine for Multilayer Perceptron
Jiexiong Tang et al.
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2016)
First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe
Markus Immitzer et al.
REMOTE SENSING (2016)
Assessment of Surface Soil Moisture Using High-Resolution Multi-Spectral Imagery and Artificial Neural Networks
Leila Hassan-Esfahani et al.
REMOTE SENSING (2015)
Restoring Soil Quality to Mitigate Soil Degradation
Rattan Lal
SUSTAINABILITY (2015)
Assimilation of SMOS Soil Moisture for Quantifying Drought Impacts on Crop Yield in Agricultural Regions
Subit Chakrabarti et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)
Improving the impervious surface estimation with combined use of optical and SAR remote sensing images
Yuanzhi Zhang et al.
REMOTE SENSING OF ENVIRONMENT (2014)
Predictive ability of machine learning methods for massive crop yield prediction
Alberto Gonzalez-Sanchez et al.
SPANISH JOURNAL OF AGRICULTURAL RESEARCH (2014)
Mapping and Modelling Spatial Variation in Soil Salinity in the Al Hassa Oasis Based on Remote Sensing Indicators and Regression Techniques
Amal Allbed et al.
REMOTE SENSING (2014)
Improving Salinity Tolerance in Cereals
M. Shahbaz et al.
CRITICAL REVIEWS IN PLANT SCIENCES (2013)
Estimating crop yield potential at regional to national scales
Justin van Wart et al.
FIELD CROPS RESEARCH (2013)
Selection of Hyperspectral Narrowbands (HNBs) and Composition of Hyperspectral Twoband Vegetation Indices (HVIs) for Biophysical Characterization and Discrimination of Crop Types Using Field Reflectance and Hyperion/EO-1 Data
Prasad S. Thenkabail et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2013)
Crop Yield Estimation Based on Unsupervised Linear Unmixing of Multidate Hyperspectral Imagery
Bin Luo et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2013)
Salt Tolerance in Selected Vegetable Crops
M. Shahbaz et al.
CRITICAL REVIEWS IN PLANT SCIENCES (2012)
The impact of organic and mineral fertilizers on soil quality parameters and the productivity of irrigated maize crops in semiarid regions
Anna Biau et al.
EUROPEAN JOURNAL OF SOIL BIOLOGY (2012)
Microbial colonization and controls in dryland systems
Stephen B. Pointing et al.
NATURE REVIEWS MICROBIOLOGY (2012)
Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services
M. Drusch et al.
REMOTE SENSING OF ENVIRONMENT (2012)
Potassium, phosphorus, or nitrogen limit root allocation, tree growth, or litter production in a lowland tropical forest
S. Joseph Wright et al.
ECOLOGY (2011)
A hybrid model of self-organizing maps (SOM) and least square support vector machine (LSSVM) for time-series forecasting
Shuhaida Ismail et al.
EXPERT SYSTEMS WITH APPLICATIONS (2011)
The use of remote sensing in soil and terrain mapping - A review
V. L. Mulder et al.
GEODERMA (2011)
Co-inoculation of potassium solubilizing and nitrogen fixing bacteria on solubilization of waste mica and their effect on growth promotion and nutrient acquisition by a forage crop
Biraj Bandhu Basak et al.
BIOLOGY AND FERTILITY OF SOILS (2010)
Role of mineral nutrition in minimizing cadmium accumulation by plants
Nadeem Sarwar et al.
JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE (2010)
Ecosystem Services and Food Security: Economic Perspectives on Environmental Sustainability
Robert B. Richardson
Sustainability (2010)
Large-Area Soil Moisture Estimation Using Multi-Incidence-Angle RADARSAT-1 SAR Data
Hari Shanker Srivastava et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2009)
The unseen majority: soil microbes as drivers of plant diversity and productivity in terrestrial ecosystems
Marcel G. A. van der Heijden et al.
ECOLOGY LETTERS (2008)
Comparison of time series tasseled cap wetness and the normalized difference moisture index in detecting forest disturbances
SM Jin et al.
REMOTE SENSING OF ENVIRONMENT (2005)
Crop yield estimation by satellite remote sensing
C Ferencz et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2004)
Indicators for evaluating soil quality
M Schloter et al.
AGRICULTURE ECOSYSTEMS & ENVIRONMENT (2003)
Retrieval of oceanic chlorophyll concentration using support vector machines
HG Zhan et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2003)
SOFM-MLP: A hybrid neural network for atmospheric temperature prediction
NR Pal et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2003)
Impacts of agricultural practices on soil and water quality in the Mediterranean region and proposed assessment methodology
G Zalidis et al.
AGRICULTURE ECOSYSTEMS & ENVIRONMENT (2002)
Natural resources, education, and economic development
T Gylfason
EUROPEAN ECONOMIC REVIEW (2001)