Publications

Peer-reviewed journals

• P. D. Roy, S. Dey, N. Bhogapurapu, S. Chakraborty, "Retrieval of Surface Soil Moisture at Field Scale Using Sentinel-1 SAR Data" in Sensors, vol. 25, no. 10, pp. 3065, 2025. DOI: https://doi.org/10.3390/s25103065

• A. Verma, A. Bhattacharya, S. Dey, C. Lopez-Martinez, P. Gamba, “Scattering Power Components From Dual-Pol Sentinel-1 SLC and GRD SAR Data,” ISPRS Journal of Photogrammetry and Remote Sensing, 212, pp. 289-305, 2024 DOI: https://doi.org/10.1016/j.isprsjprs.2024.05.010

• P. Patidar, D. Gawai, S. Chakraborty, and S. Dey. “Prediction of sea-surface salinity using MODIS and Sentinel-3 data”, Remote Sensing Letters, 15(4), 373–383. DOI: https://doi.org/10.1080/2150704X.2024.2329525

• S. Dey, N. Bhogapurapu, I. Hajnsek, A. Bhattacharya and P. Siqueira, “Soil permittivity estimation over vegetative fields using dual polarimetric SAR data,” Remote Sensing Applications: Society and Environment, 101130, 2023, DOI: https://doi.org/10.1016/j.rsase.2023.101130

• S. Dey, A. Marino and A. Bhattacharya, “Target Characterization Using the Polarimetric Scattering Trace Correlation,” in IEEE Geoscience and Remote Sensing Letters, vol. 21, pp.1-5, 2024, Art no. 4000305, DOI: https://doi.org/10.1109/LGRS.2023.3334734

• A. Paul, S. Dey, A. Marino, G. D. Bhowmick and A. Bhattacharya, "Clustering of Marine Oil-Spill Extent Using Sentinel-1 Dual-Polarimetric Scattering Spectrum," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 8923-8932, 2023, DOI: https://doi.org/10.1109/JSTARS.2023.3314899

• V. Lavanya, A. Nayak, P. Deb Roy, S. Dasgupta, S. Dey, B. Li, D. C. Weindorf and S. Chakraborty, “A Smartphone-Enabled Imaging Device for Chromotropic Acid-Based Measurement of Nitrate in Soil Samples” in Sensors, vol. 23, no. 17, pp. 7345, 2021. DOI: https://doi.org/10.3390/s23177345

• A. Verma, A. Bhattacharya, S. Dey, C. López-Martínez, P. Gamba, “Built-up Area Mapping Using Sentinel-1 SAR Data,” ISPRS Journal of Photogrammetry and Remote Sensing, 203, pp. 55-70, 2023. DOI: https://doi.org/10.1016/j.isprsjprs.2023.07.019

• V. Lavanya, A. Nayak, S. Dasgupta, S. Urkude, S. Dey, A. Biswas, B. Li, D. C. Weindorf, S. Chakraborty, “A smartphone-integrated imaging device for measuring nitrate and phosphate in soil and water samples”, Microchemical Journal, 193: 109042, 2023, DOI: https://doi.org/10.1016/j.microc.2023.109042

• N. Bhogapurapu, S. Dey, A. Bhattacharya, C. López-Martínez, I. Hajnsek and Y. S. Rao, “Soil Permittivity Estimation Over Croplands Using Full and Compact Polarimetric SAR Data”, IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-17, 2022. Art no. 4415917, DOI: https://doi.org/10.1109/TGRS.2022.3224280

• A. Bhattacharya, S. Dey, A. C. Frery and J. J. Gil, “Dual views of the generalized degree of purity,” JOSA A, vol. 39, pp. 2339-2342, 12(2022). DOI: https://doi.org/10.1364/ JOSAA.476423

• S. Dey, N. Romero-Puig and A. Bhattacharya, “Polarimetric Scattering Spectrum Analysis for Target Characterization,” IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022, Art No. 4027005. DOI: https://doi.org/10.1109/LGRS.2022.3206466.

• N. Bhogapurapu, S. Dey, S. Homayouni, A. Bhattacharya and Y. S. Rao “Field-scale soil moisture estimation using sentinel-1 GRD SAR data” in Advances in Space Research, 2022. DOI: https://doi.org/10.1016/j.asr.2022.03.019

• N. Bhogapurapu, S. Dey, D. Mandal, A. Bhattacharya, L. Karthikeyan, H. McNairn, Y. S. Rao, "Soil moisture retrieval over croplands using dual-pol L-band GRD SAR data" in Remote Sensing of Environment, vol. 271, pp. 112900, 2022, DOI: https://doi.org/10.1016/j.rse.2022.112900

• S. S. Ghosh, S. Dey, N. Bhogapurapu, S. Homayouni, A. Bhattacharya, H. McNairn, "Gaussian Process Regression Model for Crop Biophysical Parameter Retrieval from Multi-Polarized C-Band SAR Data" in Remote Sensing, vol. 14, no. 4, pp. 934, 2022, DOI: https://doi.org/10.3390/rs14040934 

• A. Bhattacharya, S. Dey, A. C. Frery, "Scattering Purity and Complexity in Radar Polarimetry'' in IEEE Transactions on Geoscience and Remote Sensing, 2022, DOI: https://doi.org/10.1109/TGRS.2022.3141790

• S. Dey, N. Bhogapurapu, S. Homayouni, A. Bhattacharya and H. McNairn. "Unsupervised Classification of Crop Growth Stages with Scattering Parameters from Dual-Pol Sentinel-1 SAR Data" in Remote Sensing,  vol. 13, no. 21, pp. 4412, 2021, DOI: https://doi.org/10.3390/rs13214412

• U. Chaudhuri, S. Dey, M. Datcu, B. Banerjee, A. Bhattacharya, "Inter-band Retrieval and Classification Using the Multi-labeled Sentinel-2 BigEarthNet Archive," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, DOI: https://doi.org/10.1109/JSTARS.2021.3112209.

• S. Dey, U. Chaudhuri, D. Mandal, A. Bhattacharya, B. Banerjee, H. McNairn, "BiophyNet: A Regression Network for Joint Estimation of Crop Biophysical Parameters from SAR Data,'' IEEE Geoscience and Remote Sensing Letters, vol. 18, issue. 10, pp. 1701-1705, 2021. DOI: https://doi.org/10.1109/LGRS.2020.3008757

• S. Dey, U. Chaudhuri, N.R. Bhogapurapu, J.M. Lopez-Sanchez, B. Banerjee, A. Bhattacharya, D. Mandal and Y.S. Rao, "Synergistic Use of TanDEM-X and Landsat-8 Data for Crop-type Classification and Monitoring," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 8744-8760, 2021. DOI: https://doi.org/10.1109/JSTARS.2021.3103911

• N. Bhogapurapu, S. Dey, A. Bhattacharya, D. Mandal, J. M. Lopez-Sanchez, H. McNairn, C. López-Martínez, Y. S. Rao, "Dual-polarimetric descriptors from Sentinel-1 GRD SAR data for crop growth assessment,'' ISPRS Journal of Photogrammetry and Remote Sensing, 178, pp. 20-35, 2021. DOI: https://doi.org/10.1016/j.isprsjprs.2021.05.013

• N. Bhogapurapu,  S. Dey,  D. Mandal,  A. Bhattacharya,  and  Y. S. Rao, "PolSAR tools: A QGIS plugin for generating SAR descriptors,'' Journal of Open Source Software, 6(60), 2970, 2021, DOI: https://doi.org/10.21105/joss.02970

• S. Dey, N. Bhogapurapu, A. Bhattacharya, D. Mandal, J. M. Lopez-Sanchez, H. McNairn, A. C. Frery, “Rice Phenology Mapping Using Novel Target Characterization Parameters from Polarimetric SAR Data,” International Journal of Remote Sensing, 42 (14), pp. 5519-5543, 2021, DOI: https://doi.org/10.1080/01431161.2021.1921876

• S. Dey, A. Bhattacharya, A. C. Frery, C. López-Martínez and Y. S. Rao, "A Model-free Four Component Scattering Power Decomposition for Polarimetric SAR Data," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 3887-3902, 2021, DOI: https://doi.org/10.1109/JSTARS.2021.3069299

• S. Dey, A. Bhattachary, D. Ratha, D. Mandal, H. McNairn, J. M. Lopez-Sanchez, & Y. S. Rao(2020). "Novel clustering schemes for full and compact polarimetric SAR data: An application for rice phenology characterization", ISPRS Journal of Photogrammetry and Remote Sensing, 169, 135-151, DOI: https://doi.org/10.1016/j.isprsjprs.2020.09.010

• S. Dey, A. Bhattacharya, D. Ratha, D. Mandal, A. C. Frery, "Target Characterization and Scattering Power Decomposition for Full and Compact Polarimetric SAR Data'', IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 5, pp. 3981-3998, May 2021. DOI: https://doi.org/10.1109/TGRS.2020.3010840

• S. Dey, S. Pratiher, S. Banerjee, & C. K. Mukherjee, "Solarisnet: A deep regression network for solar radiation prediction," in Mausam, Vol 71 (3), 2020, 443-450.

• D. Mandal, V. Kumar, D. Ratha, S. Dey, A. Bhattacharya, J. M. Lopez-Sanchez, H. McNairn, Y. S. Rao, “Dual Polarimetric Radar Vegetation Index for Crop Growth Monitoring Using Sentinel-1 SAR Data,” in Remote Sensing of Environment, 247: 111954, 2020, DOI: https://doi.org/10.1016/j.rse.2020.111954. 

• S. Dey, D. Mandal, L. Dingle Robertson, B. Banerjee, V. Kumar, H. McNairn, A. Bhattacharya, Y.S. Rao, "In-Season Crop Classification Using Elements of the Kennaugh Matrix Derived from Polarimetric RADARSAT-2 SAR Data," International Journal of Applied Earth Observations and Geoinformation, Vol 88, 2020, 102059. DOI: https://doi.org/10.1016/j.jag.2020.102059

Preprints

• Dey, S., & Hajnsek, I. (2024). Target Characteristics on Rotation in Euclidean Space Using Full Polarimetric SAR Data. arXiv preprint arXiv:2406.16060.

• Bhattacharya, A., Dey, S., Frery, A. C. "Dual Approaches to Express the Generalized Degree of Polarimetric Purity", DOI: https://doi.org/10.48550/arXiv.2202.10225

• Dey, S. "Report on Tracking of Light Beam for Total Internal Reflection in Isosceles Prism.", DOI:  10.13140/RG.2.2.14914.53441

International / National Conference

• P. Patidar, D. Efremenko, S. dey, 2024. "Selective Filtering for Enhancing Chlorophyll Retrieval Accuracy from Sentinel-3 Data Using Neural Network Models'', IEEE International Geoscience and Remote Sensing Symposium-IGARSS 2024 (Accepted)

• A. Verma, A. Bhattacharya, S. dey, C. López-Martínez, P. Gamba, 2024. "Rice Crop Monitoring Using Dual-pol Sentinel-1 SLC and GRD Scattering Power Components'', IEEE International Geoscience and Remote Sensing Symposium-IGARSS 2024 (Accepted)

• A. Verma, A. Bhattacharya, S. dey, A. Marino, 2024. "Enhanced Target Characterization with Dual-pol Sentinel-1 SAR Data'', IEEE International Geoscience and Remote Sensing Symposium-IGARSS 2024 (Accepted)

• A. Verma, A. Bhattacharya, S. Dey, C. L ́opez-Mart ́ınez and P. Gamba, “Radar Surface Scattering Index from Dual-pol Sentinel-1 SLC and GRD SAR Data”, 2024 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS), Wellington, New Zealand, 2024, pp. 1-4

• V. Lavanya, S. Dey and S. Chakraborty, “Evaluation of Different Color Space Models for Estimation of Nitrate and Phosphate in Soil and Water Using a Smartphone-integrated Imaging Device”, 2024 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), Oran, Algeria, 2024, pp. 482-486 (1st Place in Best Oral Presentation)

• A. Verma, A. Bhattacharya and S. Dey, “Dual-pol SLC and GRD Scattering Power Components for Land Cover Characterization”, 2024 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), Oran, Algeria, 2024, pp. 545-548

• A. Verma, A. Bhattacharya and S. Dey, "Scattering Power Components from Dual-Pol SLC and GRD SAR Data", APSAR 2023: 8th Asia-Pacific Conference on Synthetic Aperture Radar (APSAR), Bali, Indonesia, 2023, pp. 1-4

• A. Bhattacharya, A. Verma, S. Dey, and A. C. Frery, "Exploring Diverse Polarimetric Information Contents from SAR Data", APSAR 2023: 8th Asia-Pacific Conference on Synthetic Aperture Radar (APSAR), Bali, Indonesia, 2023, pp. 1-4

• D. Gawai, S. Dey, A. Bhattacharya, "A Novel Method for Land Cover Classification Using Full-Polarimetric Scattering Spectrum-based SAR Signatures," IEEE India Geoscience and Remote Sensing Symposium (InGARSS), Bangalore, India, 2023, pp. 1-4

• P. Deb Roy, S. Dey, N. Bhogapurapu, S. Chakraborty, "Estimation of Surface Soil Moisture Using Modified Oh Model and Dual-Polarimetric Sentinel-1 SAR Data," IEEE India Geoscience and Remote Sensing Symposium (InGARSS), Bangalore, India, 2023, pp. 1-4

• S. Dey, N. Romero-Puig, A. Bhattacharya, A. Marino, 2023. "Target description using the full-polarimetric scattering spectrum", IEEE International Geoscience and Remote Sensing Symposium, Pasadena, CA, USA, 2023, pp. 1457-1460

• H. Maurya, A. Bhattacharya, R. K. Panigrahi, S. Dey, 2023. “Eigenvalue-eigenvector based hybrid decomposition of polarimetric SAR data”, IEEE International Geoscience and Remote Sensing Symposium-IGARSS 2023

• A. Paul, S. Dey, G. D. Bhowmick, A. Bhattacharya, 2023. "A novel technique to characterize the scattering phenomenon from raft and its detection", IEEE International Geoscience and Remote Sensing Symposium, Pasadena, CA, USA, 2023, pp. 4116-4119

• N. Bhogapurapu, S. Dey, A. Bhattacharya, U. Khati, Y. S. Rao, 2023. “Global Sentinel-1 GRD descriptors over various forest types”, IEEE International Geoscience and Remote Sensing Symposium-IGARSS 2023

• A. Bhattacharya, A. Verma, S. Dey, 2023, June. Coherent Target Characterization in Radar Polarimetry. In POLINSAR 2023, Workshop on Applications of SAR Polarimetry and Polarimetric Interferometry, ESA-ESRIN

• S. Dey, A. Richardson, A. Bhattacharya, 2023, June. Burned Area Mapping Using Scattering Spectrum Information from Full Polarimetric ALOS-2 SAR Data. In POLINSAR 2023, Workshop on Applications of SAR Polarimetry and Polarimetric Interferometry, ESA-ESRIN

• S. Dey, N. Bhogapurapu, A. Bhattacharya, 2022. “Ground and Volume Scattering Separation in Compact Polarimentric Interferometric SAR Data”, pp. 1-4, 2022 URSI Regional Conference on Radio Science (USRI-RCRS)

• S. Dey, A. Bhattacharya, 2022. “Revisiting the Dual Polarization Alpha Using the Deschamps Parameter”, pp. 72-75, IEEE International Geoscience and Remote Sensing Symposium-IGARSS 2022

• A. Bhattacharya, S. Dey, A. C. Frery, 2022. “The Essence of Scattering Purity and Complexity in Radar Polarimetry”, pp. 5353-5356, IEEE International Geoscience and Remote Sensing Symposium-IGARSS 2022 

• N. Bhogapurapu, S. Dey, A. Bhattacharya, C. López-Martínez, I. Hajnsek, Y. S. Rao, 2022. “Soil permittivity estimation over croplands using PolSAR data”, pp. 8000-8003, IEEE International Geoscience and Remote Sensing Symposium-IGARSS 2022 (1st Place in best student paper award)

• A. Verma, S. Dey, C. López-Martínez, A. Bhattacharya, P. Gamba, 2022. “Dual-Pol Radar Built-Up Area Index for Urban Area Mapping Using Sentinel-1 SAR Data”, pp. 5282-5285, IEEE International Geoscience and Remote Sensing Symposium-IGARSS 2022

• S. Dey, C. López-Martínez, A. Bhattacharya, A. C. Frery, “A PolSAR Clustering Scheme Using the Model-free Scattering Power Components”, EUSAR 2022

• N. Bhogapurapu, S. Dey, S. Homayouni, A. Bhattacharya and Y. S. Rao, “Scattering Parameters from Sentinel-1 SAR Data for crop growth assessment”, pp. 58-61, IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), 2022

• S. S. Ghosh, S. Dey, N. Bhogapurapu, S. Homayouni, A. Bhattacharya and H. McNairn, “Crop biophysical parameter retrieval using Gaussian process regression from C-band polarimetric SAR data”, pp. 181-184, IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), 2022

• A. Verma, S. Dey and A. Bhattacharya, “Land Cover Classification Using Dual-Polarimetric SAR Data”, pp. 54-57, IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), 2022

• S. Dey, N. Bhogapurapu, A. Verma, S. Homayouni, C. López-Martínez, and A. Bhattacharya, “Simultaneous evaluation of the target scattering-type parameter and scattering power components from polarimetric SAR images,” pp. 537-540, IEEE India Geoscience and Remote Sensing Symposium (InGARSS), Ahmedabad, India, 2021

• A. Verma, S. Dey, N. Bhogapurapu, C. López-Martínezez, and A. Bhattacharya, “Dual polarimetric SAR signature for human-made target characterization,” pp. 520-523, IEEE India Geoscience and Remote Sensing Symposium (InGARSS), Ahmedabad, India, 2021

• N. Bhogapurapu, S. Dey, A. Verma, A. Bhattacharya, C. López-Martínezez, P. Pankajakshan, and Y. S. Rao, “Crop growth assessment using Sentinel-1 GRD SAR descriptors,” pp. 545-548, IEEE India Geoscience and Remote Sensing Symposium (InGARSS), Ahmedabad, India, 2021

• S. Dey, N. Bhogapurapu, A. Bhattacharya, D. Mandal, H. McNairn and Y. S. Rao 2021 “Novel Clustering Technique for Monitoring Crop Phenology”, APSAR 2021: The 7th Asia-Pacific Conference on Synthetic Aperture Radar.

• N. Bhogapurapu, S. Dey, A. Bhattacharya, and Y. S. Rao 2021 “Soil Moisture Estimation Using Simulated NISAR Dual Polarimetric GRD Product over Croplands”, APSAR 2021: The 7th Asia-Pacific Conference on Synthetic Aperture Radar.

• S. Dey, N. Bhogapurapu, A. Bhattacharya, A. C. Frery, P. Gamba, 2021. “Built-up Area Mapping Using Full and Dual Polarimetric SAR Data”, pp. 1693-1696, IEEE International Geoscience and Remote Sensing Symposium-IGARSS 2021

• S. Dey, A. Bhattacharya, A. C. Frery, C. Lopez-Martınez, 2021. “Target Scattering Characterization in SAR Polarimetry Using Model-free Approaches”, IEEE International Geoscience and Remote Sensing Symposium-IGARSS 2021

• N. Bhogapurapu, S. Dey, D. Mandal, A. Bhattacharya, Y. S. Rao, 2021. “Monitoring Wheat Crop Growth Using a New Vegetation Index from Sentinel-1 GRD SAR Data”, IEEE International Geoscience and Remote Sensing Symposium-IGARSS 2021

• A. Verma, S. Dey, N. Bhogapurapu, D. Mandal, D. Haldar, A. Bhattacharya, 2021. “Polarimetric SAR Signature for Crop Characterization”, IEEE International Geoscience and Remote Sensing Symposium-IGARSS 2021

• S. Dey, D. Ratha, D. Mandal, A. Bhattacharya, A. C. Frery, "A Non-Model Based Three Component Scattering Power Decomposition for Full Polarimetric SAR Data, "IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2020, Waikoloa, Hawaii, USA. (Student Paper Competition Finalists).

• D. Mandal, N. Rao Bhogapurapu, V. Kumar, S. Dey, D. Ratha, A. Bhattacharya, J. M. Lopez-Sanchez, H. McNairn, Y. S. Rao, "Vegetation Monitoring Using a New Dual-Pol Radar Vegetation Index: A Preliminary Study with Simulated NASA-ISRO SAR (NISAR) L-Band Data," IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2020, Waikoloa, Hawaii, USA.

• D. Ratha, D. Mandal, S. Dey, A. Bhattacharya, A. C. Frery, Y. S. Rao, H. McNairn, “New Vegetation Indices For Full And Compact Polarimetric Sar Data: In Preparation For The Radarsat Constellation Mission (RCM),” in 2020 IEEE Latin American GRSS &ISPRS Remote Sensing Conference (LAGIRS), Santiago, Chile, 2020, pp. 465-470.

• D. Mandal, A. Bhattacharya, V. Kumar, D. Ratha, S. Dey, H. McNairn and A. C. Frery, and Y. S. Rao, “A Novel Radar Vegetation Index for Compact Polarimetric SAR data,” IEEE International Geoscience and Remote Sensing Symposium-IGARSS 2019, Yokohama, Japan. 

• S. Dey, D. Mandal, V. Kumar, B. Banerjee, J. M. Lopez Sanchez, H. McNairn, A. Bhattacharya, “Crop Phenology Classification Using a Representational Learning Network from Sentinel-1 SAR Data,” IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2019, Yokohama, Japan. 

• S. Dey, V. Kumar, and Y. S. Rao, “Time Series Analysis of Quad-Pol RADARSAT-2 and Sentinel-2 Data for Different Crops,” National Symposium, Indian Society of Remote Sensing and Indian Society of Geomatics ISRS2019, Meghalaya, India, 2019.

• Dey, S., Pratiher, S., Mukherjee, C. K., Banerjee, S., & Chakraborty, A. (2018, May). Augmented logarithmic Gaussian process regression methodology for chlorophyll prediction. In Optics, Photonics, and Digital Technologies for Imaging Applications V (Vol. 10679, p. 106791E). International Society for Optics and Photonics. 

• Pratiher, S., Mukhopadhyay, S., Barman, R., Pratiher, S., Dey, S., Banerjee, S., & Panigrahi, P. K. (2016, December). Recurrence quantification & ARIMA based forecasting of rainfall-temperature dynamics. In 2016 International Conference on Signal Processing and Communication (ICSC) (pp. 490-495). IEEE. 

• Mukhopadhyay, S., Mandal, S., Das, N. K., Dey, S., Mitra, A., Ghosh, N., & Panigrahi, P. K. (2015). Diagnosing Heterogeneous Dynamics for CT Scan Images of Human Brain in Wavelet and MFDFA domain. In Advances in Optical Science and Engineering (pp. 335-340). Springer, New Delhi. 

• Mukhopadhyay, S., Barman, R., Dey, S., Mitra, A., Panigrahi, P. K., Bhattacharya, P., & Dhar, K. K. (2015, February). Diagnosing Heterogeneous Dynamics for wind particle trajectory in wavelet domain. In Proceedings of the 2015 Third International Conference on Computer, Communication, Control and Information Technology (C3IT) (pp. 1-3). IEEE. 

Book chapters

1. S. Dey, L. Mascolo, A. Bhattacharya, J.M. Lopez-Sanchez, “Polarimetric SAR Descriptors for Rice Monitoring”, in Spaceborne Synthetic Aperture Radar Remote Sensing: Techniques and Applications (1st ed.), CRC Press, 2023, DOI:https://doi.org/10.1201/9781003204466