Review of the self-organizing map (SOM) approach in water resources: Analysis, modelling and application. - Aman Mohammad Kalteh; Peder Hjorth; Ronny Berndtsson (Environ. Model. Softw., 2008)

Laboratory Calibration and Field Validation of Soil Water Content and Salinity Measurements Using the 5TE Sensor. - Nessrine Zemni; Fethi Bouksila; Magnus Persson 004; Fairouz Slama; Ronny Berndtsson; Rachida Bouhlila (Sensors, 2019)

Application of remote sensing techniques and machine learning algorithms in dust source detection and dust source susceptibility mapping. - Mahdi Boroughani; Sima Pourhashemi; Hossein Hashemi 004; Mahdi Salehi; Abolghasem Amirahmadi; Mohammad Ali Zangane Asadi; Ronny Berndtsson (Ecol. Informatics, 2020)

Desiccating Lake Urmia: A New Dust Source of Regional Importance. - Mahdi Boroughani; Hossein Hashemi 004; Seyyed Hasan Hosseini; Sima Pourhashemi; Ronny Berndtsson (IEEE Geosci. Remote. Sens. Lett., 2020)

NDVI Dynamics and Its Response to Climate Change and Reforestation in Northern China. - Xingna Lin; Jianzhi Niu; Ronny Berndtsson; Xinxiao Yu; Linus Zhang; Xiongwen Chen (Remote. Sens., 2020)

Ground Validation of GPM IMERG Precipitation Products over Iran. - Fatemeh Fadia Maghsood; Hossein Hashemi 004; Seyyed Hasan Hosseini; Ronny Berndtsson (Remote. Sens., 2020)

Application of Advanced Machine Learning Algorithms to Assess Groundwater Potential Using Remote Sensing-Derived Data. - Ehsan Kamali Maskooni; Seyed Amir Naghibi; Hossein Hashemi 004; Ronny Berndtsson (Remote. Sens., 2020)

Impact of spatiotemporal land-use and land-cover changes on surface urban heat islands in a semiarid region using Landsat data. - Ehsan Kamali Maskooni; Hossein Hashemi 004; Ronny Berndtsson; Peyman Daneshkar Arasteh; Mohammad Kazemi 003 (Int. J. Digit. Earth, 2021)

Areal Precipitation Coverage Ratio for Enhanced AI Modelling of Monthly Runoff: A New Satellite Data-Driven Scheme for Semi-Arid Mountainous Climate. - Seyyed Hasan Hosseini; Hossein Hashemi 004; Ahmad Fakheri Fard; Ronny Berndtsson (Remote. Sens., 2022)

Detecting the Greatest Changes in Global Satellite-Based Precipitation Observations. - Majid Kazemzadeh; Hossein Hashemi 004; Sadegh Jamali; Cintia Bertacchi Uvo; Ronny Berndtsson; George J. Huffman (Remote. Sens., 2022)

Evapotranspiration in Semi-Arid Climate: Remote Sensing vs. Soil Water Simulation. - Hedia Chakroun; Nessrine Zemni; Ali Benhmid; Vetiya Dellaly; Fairouz Slama; Fethi Bouksila; Ronny Berndtsson (Sensors, 2023)

Automated Low-Cost Soil Moisture Sensors: Trade-Off between Cost and Accuracy. - Dimaghi Schwamback; Magnus Persson 004; Ronny Berndtsson; Luis Eduardo Bertotto; Alex Naoki Asato Kobayashi; Edson Cezar Wendland (Sensors, 2023)

Analysis of Four Decades of Land Use and Land Cover Change in Semiarid Tunisia Using Google Earth Engine. - Nesrine Kadri; Sihem Jebari; Xavier Augusseau; Naceur Mahdhi; Guillaume Lestrelin; Ronny Berndtsson (Remote. Sens., 2023)

Temporal cluster-based local deep learning or signal processing-temporal convolutional transformer for daily runoff prediction? - Vahid Moosavi; Sahar Mostafaei; Ronny Berndtsson (Appl. Soft Comput., 2024)

Large discrepancy between future demand and supply of agricultural water in northwestern Iran; evidence from WEAP-MODFLOW-machine learning under the CMIP6 scenario. - Mostafa Rahimi Jamnani; Zahra Kayhomayoon; Naser Arya-Azar; Sami Ghordoyee-Milan; Sajad Najafi Marghmaleki; Ronny Berndtsson (Comput. Electron. Agric., 2024)