Ronny Berndtsson

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 14

Top Topics

Machine Learning

Top Venues

Comput. Electron. Agric.

IEEE Geosci. Remote. Sens. Lett.

Publications

Vahid Moosavi, Sahar Mostafaei, Ronny Berndtsson
Temporal cluster-based local deep learning or signal processing-temporal convolutional transformer for daily runoff prediction? Appl. Soft Comput. 155 (2024)
Mostafa Rahimi Jamnani, Zahra Kayhomayoon, Naser Arya-Azar, Sami Ghordoyee-Milan, Sajad Najafi Marghmaleki, Ronny Berndtsson
Large discrepancy between future demand and supply of agricultural water in northwestern Iran; evidence from WEAP-MODFLOW-machine learning under the CMIP6 scenario. Comput. Electron. Agric. 216 (2024)
Dimaghi Schwamback, Magnus Persson, Ronny Berndtsson, Luis Eduardo Bertotto, Alex Naoki Asato Kobayashi, Edson Cezar Wendland
Automated Low-Cost Soil Moisture Sensors: Trade-Off between Cost and Accuracy. Sensors 23 (5) (2023)
Nesrine Kadri, Sihem Jebari, Xavier Augusseau, Naceur Mahdhi, Guillaume Lestrelin, Ronny Berndtsson
Analysis of Four Decades of Land Use and Land Cover Change in Semiarid Tunisia Using Google Earth Engine. Remote. Sens. 15 (13) (2023)
Hedia Chakroun, Nessrine Zemni, Ali Benhmid, Vetiya Dellaly, Fairouz Slama, Fethi Bouksila, Ronny Berndtsson
Evapotranspiration in Semi-Arid Climate: Remote Sensing vs. Soil Water Simulation. Sensors 23 (5) (2023)
Majid Kazemzadeh, Hossein Hashemi, Sadegh Jamali, Cintia Bertacchi Uvo, Ronny Berndtsson, George J. Huffman
Detecting the Greatest Changes in Global Satellite-Based Precipitation Observations. Remote. Sens. 14 (21) (2022)
Seyyed Hasan Hosseini, Hossein Hashemi, Ahmad Fakheri Fard, Ronny Berndtsson
Areal Precipitation Coverage Ratio for Enhanced AI Modelling of Monthly Runoff: A New Satellite Data-Driven Scheme for Semi-Arid Mountainous Climate. Remote. Sens. 14 (2) (2022)
Ehsan Kamali Maskooni, Hossein Hashemi, Ronny Berndtsson, Peyman Daneshkar Arasteh, Mohammad Kazemi
Impact of spatiotemporal land-use and land-cover changes on surface urban heat islands in a semiarid region using Landsat data. Int. J. Digit. Earth 14 (2) (2021)
Ehsan Kamali Maskooni, Seyed Amir Naghibi, Hossein Hashemi, Ronny Berndtsson
Application of Advanced Machine Learning Algorithms to Assess Groundwater Potential Using Remote Sensing-Derived Data. Remote. Sens. 12 (17) (2020)
Mahdi Boroughani, Sima Pourhashemi, Hossein Hashemi, Mahdi Salehi, Abolghasem Amirahmadi, Mohammad Ali Zangane Asadi, Ronny Berndtsson
Application of remote sensing techniques and machine learning algorithms in dust source detection and dust source susceptibility mapping. Ecol. Informatics 56 (2020)
Xingna Lin, Jianzhi Niu, Ronny Berndtsson, Xinxiao Yu, Linus Zhang, Xiongwen Chen
NDVI Dynamics and Its Response to Climate Change and Reforestation in Northern China. Remote. Sens. 12 (24) (2020)
Fatemeh Fadia Maghsood, Hossein Hashemi, Seyyed Hasan Hosseini, Ronny Berndtsson
Ground Validation of GPM IMERG Precipitation Products over Iran. Remote. Sens. 12 (1) (2020)
Mahdi Boroughani, Hossein Hashemi, Seyyed Hasan Hosseini, Sima Pourhashemi, Ronny Berndtsson
Desiccating Lake Urmia: A New Dust Source of Regional Importance. IEEE Geosci. Remote. Sens. Lett. 17 (9) (2020)
Nessrine Zemni, Fethi Bouksila, Magnus Persson, Fairouz Slama, Ronny Berndtsson, Rachida Bouhlila
Laboratory Calibration and Field Validation of Soil Water Content and Salinity Measurements Using the 5TE Sensor. Sensors 19 (23) (2019)
Aman Mohammad Kalteh, Peder Hjorth, Ronny Berndtsson
Review of the self-organizing map (SOM) approach in water resources: Analysis, modelling and application. Environ. Model. Softw. 23 (7) (2008)