D.A. Arrechea-Castillo and Y. T. Solano-Correa, “Chapter 14: Deep learning in multi-sensor agriculture and crop management,” in Deep Learning for Multi-Sensor Earth Observation, Oxford: Elsevier, pp. 335-379, Feb. 2025. DOI: 10.1016/B978-0-44-326484-9.00025-7.
F. Bovolo, Y. T. Solano-Correa, K. Meshkini and J. A. Sánchez-Guevara, “Bi-Temporal to Time Series Data Analysis,” in Reference Module in Earth Systems and Environmental Sciences, Oxford: Elsevier, pp. , Oct. 2024. DOI: 10.1016/B978-0-443-13220-9.00032-9.
Y. T. Solano-Correa, R. Zan, M.V. Peppa and D. Chaquea-Romero, "Chapter 5: Data Collection," in Pushing the Paradigm of Global Water Security, IWA Publishing, pp. 109-130, Sep. 2024. Open Access online. DOI: 10.2166/9781789062540_0109.
F. Bovolo, L. Bruzzone, and Y. T. Solano-Correa, “Multitemporal Analysis of Remotely Sensed Image Data,” in S. Liang (Ed.), Comprehensive Remote Sensing, Oxford: Elsevier, vol. 2, pp. 156-185, Nov. 2017. DOI: 10.1016/B978-0-12-409548-9.10338-0.
C. S. Cohen-Manrique; J. L. Villa-Ramírez; S. Camacho-León; Y. T. Solano-Correa; A.A. Alvarez-Month and O. E. Coronado-Hernández; "Simulation and Optimisation Using a Digital Twin for Resilience-Based Management of Confined Aquifers," Water, vol. 17, no. 13, paper 1973. Jun. 2025. Open Access. DOI: 10.3390/w17131973.
Cohen, J.; Mdee, A.; Trigg, M.A.; Singhal, S.; Cooper, S.; Alemu, A.N.; Seifu, E.; Lee, C.; Bernhofen, M.V.; Bhave, A.; Carr, A.; Dhanya, C.T.; Haile, A.T.; Pencue-Fierro, L.; Sa'adi, Z.; Shukla, P.; Solano-Correa, Y.T.; Amezaga, J.; Gupta, S.; Kumar, A.; Mersha, A.N.; Noor, Z.Z.; Ofori, A. and Bekele, T.W., "A politics of global datasets and models in flood risk management," Water Alternatives, vol. 18, no. 2, pp. 305-329. Jun. 2025. Open Access. PDF.
M. Dalponte; D. Marinelli and Y. T. Solano-Correa, "Effect of DEM Used for Terrain Correction on Forest Windthrow Detection Using COSMO SkyMed Data," Remote Sensing, vol. 16, no. 22, paper 4309. Nov. 2024. Open Access. DOI: 10.3390/rs16224309.
L. M. Martínez-Vargas, J. F. Muñoz-Ordóñez and Y. T. Solano-Correa, "Aplicación de métodos de aprendizaje profundo para la imputación de niveles de concentración de clorofila-a en la Costa Pacífica colombiana," Revista Científica, vol. 50, no. 2, pp. 85-99, Aug. 2024. Open Access. DOI: 10.14483/23448350.22614.
K. Meshkini, Y. T. Solano-Correa, F. Bovolo and L. Bruzzone, “Multiannual Change Detection in Long and Dense Satellite Image Time Series Based on Dynamic Time Warping,” IEEE Trans. on Geosci. and Remote Sens., vol. 62, pp. 1-12. Jul. 2024. DOI: 10.1109/TGRS.2024.3431631.
D.M. Ruíz-Ordóñez; Y. T. Solano-Correa; R. Maysels; A. Figueroa-Casas, "Land-Use Dynamics and Water Quality in Andean Basins," Sustainability, vol. 15, paper 15965, Nov. 2023. Open Access. DOI: 10.3390/su152215965.
M. Dalponte; Y. T. Solano-Correa; D. Marinelli; S. Liu; N. Yokoya; D. Gianelle, "Detection of forest windthrows with bitemporal COSMO-SkyMed and Sentinel-1 SAR data," Remote Sensing of Environment, vol. 297, paper 113787, Nov. 2023. Open Access. DOI: 10.1016/j.rse.2023.113787.
D.A. Arrechea-Castillo; Y. T. Solano-Correa; J.F. Muñoz-Ordóñez; E.L. Pencue-Fierro; A. Figueroa-Casas, "Multiclass Land Use and Land Cover Classification of Andean Sub-Basins in Colombia with Sentinel-2 and Deep Learning," Remote Sensing, vol. 15, no. 10, paper 2521, May. 2023. Open Access. DOI: 10.3390/rs15102521.
D. Sierra-Porta; Y. T. Solano-Correa; M. Tarazona-Alvarado; L.A. Nuñez de Villavicencio, "Linking PM10 and PM2.5 Pollution Concentration through Tree Coverage in Urban Areas," CLEAN Soil Air Water, vol. 51, no. 5, paper 2200222, May. 2023. DOI: 10.1002/clen.202200222.
G. Butte; Y. T. Solano-Correa; M. V. Peppa; D. M. Ruíz-Ordóñez; R. Maysels; N. Tuqan; X. Polaine; C. Montoya-Pachongo; C. Walsh; T. Curtis, "A Framework for Water Security Data Gathering Strategies," Water, vol. 14, paper 2907, Sep. 2022. Open Access. DOI: 10.3390/w14182907.
M. Dalponte, Y. T. Solano-Correa, L. Fizzera and D. Gianelle, "Mapping a European Spruce Bark Beetle Outbreak Using Sentinel-2 Remote Sensing Data," MDPI Remote Sens., vol. 14, paper 3135, Jun. 2022. Open Access. DOI: 10.3390/rs14133135.
M. Dalponte, Y. T. Solano-Correa, H.O. Ørka, T. Gobakken and E. Næsset, "Detection of heartwood rot in Norway spruce trees with lidar and multi-temporal satellite data," Int. J. Appl. Earth Obs. Geoinf., vol. 109, paper 102790, May. 2022. Open Access. DOI: 10.1016/j.jag.2022.102790.
Y. T. Solano-Correa, K. Meshkini, F. Bovolo and L. Bruzzone, “Automatic Large-Scale Precise Mapping and Monitoring of Agricultural Fields at Country Level with Sentinel-2 SITS,” IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens., vol. 15, pp. 3131-3145. Apr. 2022. Open Access. DOI: 10.1109/JSTARS.2022.3164547.
M.V. Bernhofen, S. Cooper, M.A. Trigg, A. Mdee, A.B. Carr, A.G. Bhave, Y. T. Solano-Correa, E.L. Pencue-Fierro, E. Teferi, A.T. Haile, Z. Yusop, N.E. Alias, Z. Sa'adi, M.A.R. Ramzan, C.T. Dhanya and P. Shukla, “The Role of Global Datasets for Riverine Flood Risk Management at National Scales,” Water Resour. Res., vol. 58, no. 4, pp. e2021WR031555, Mar. 2022. Open Access. DOI: 10.1029/2021WR031555.
S. Saha, Y. T. Solano-Correa, F. Bovolo and L. Bruzzone, “Unsupervised Deep Transfer Learning-Based Change Detection for HR Multispectral Images,” IEEE Geosci. and Remote Sens. Letters, vol. 18, no. 5, pp. 856-860, May 2021, PDF. DOI: 10.1109/LGRS.2020.2990284
M. Dalponte, S. Marzini, Y. T. Solano-Correa, G. Tonon, L. Vescovo and D. Gianelle, "Mapping forest windthrows using high spatial resolution multispectral satellite images," Int. J. Appl. Earth Obs. Geoinf., vol. 93, paper 102206, Dec. 2020. PDF. DOI: 10.1016/j.jag.2020.102206
Y.T. Solano-Correa, F. Bovolo, L. Bruzzone and D. Fernández-Prieto, "A Method for the Analysis of Small Crop Fields in Sentinel-2 Dense Time Series," IEEE Trans. on Geosci. and Remote Sens., vol. 58, no. 3, pp. 2150-2164, Mar. 2020. PDF. DOI: 10.1109/TGRS.2019.2953652
Y.T. Solano-Correa, F. Bovolo, L. Bruzzone, "Generation of Homogeneous VHR Time Series by Non-parametric Regression of Multisensor Bitemporal Images," IEEE Trans. on Geosci. and Remote Sens., vol. 57, no. 10, pp. 7579-7593, Oct. 2019. PDF. DOI: 10.1109/TGRS.2019.2914397
Y. T. Solano-Correa, F. Bovolo and L. Bruzzone, “An Approach to Multiple Change Detection in VHR Optical Images Based on Iterative Clustering and Adaptive Thresholding,” IEEE Geosci. and Remote Sens. Letters, vol. 16, no. 8, pp. 1334-1338, Aug. 2019. PDF. DOI: 10.1109/LGRS.2019.2896385
Y. T. Solano-Correa, F. Bovolo and L. Bruzzone, “An Approach for Unsupervised Change Detection in Multitemporal VHR Images Acquired by Different Multispectral Sensors,” MDPI Remote Sens., vol. 10, no. 4, 533, Mar. 2018. PDF. DOI: 10.3390/rs10040533
E. L. Pencue-Fierro, Y. T. Solano-Correa, J. C. Corrales-Muñoz, and A. Figueroa-Casas, “A Semi-Supervised Hybrid Approach for Multitemporal Multi-Region Multisensor Landsat Data Classification,” IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens., vol. 9, no. 12, pp. 5424–5435, Dec. 2016. PDF. DOI: 10.1109/JSTARS.2016.2623567
C. Naufal, L. V. Paredes, C. L. González, A. P. Montero, A. G. Marrugo and Y. T. Solano-Correa, "Remote Sensing for Risk Management: Solid Waste Detection Using YOLOv10," in 2025 XXV Symposium of Image, Signal Processing, and Artificial Vision (STSIVA), Armenia, Colombia, Aug. 2025. DOI: 10.1109/STSIVA66383.2025.11156325.
Y. V. Camacho-De Angulo; D.A. Arrechea-Castillo; Y. C. Cantero-Mosquera; Y. T. Solano-Correa; M. Roisenberg, "Detection of Different Crop Growth Stages by Applying Deep Learning Over Sentinel-2 Images of Bahía, Brazil," in 2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Athens, Greece, Jul. 2024. DOI: 10.1109/IGARSS53475.2024.10642298.
Y. V. Camacho-De Angulo; N. C. Rosa; Y. T. Solano-Correa; M. Roisenberg, "Fire Scars Mapping Over Brazilian Amazon Forest by Exploiting Sentinel-2 Data and Deep Learning," in 2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Athens, Greece, Jul. 2024. DOI: 10.1109/IGARSS53475.2024.10642369.
D.A. Arrechea-Castillo; Y. T. Solano-Correa; J.F. Muñoz-Ordóñez; E. L. Pencue-Fierro, "A Deep Learning Approach To Cloud And Shadow Detection In Multiresolution, Multitemporal And Multisensor Images," in 2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Athens, Greece, Jul. 2024. DOI: 10.1109/IGARSS53475.2024.10640766.
J. A. Sánchez-Guevara; Y. T. Solano-Correa; E. L. Pencue-Fierro, "Multitemporal Analysis of Inland Water Bodies in the Context of Water Security: A Colombian Case Study," in 2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Athens, Greece, Jul. 2024. DOI: 10.1109/IGARSS53475.2024.10640521.
A. Delgado-Oviedo; E. L. Pencue-Fierro; J.F. Muñoz-Ordóñez and Y. T. Solano-Correa, "Coffee Trees Segmentation in UAV-Acquired Images Using Deep Learning," in 2024 XVIII National Meeting on Optics and the IX Andean and Caribbean Conference on Optics and its Applications (ENO-CANCOA), Cartagena, Colombia, Jun. 2024. DOI: 10.1109/ENO-CANCOA61307.2024.10751200.
C.L. González; L.V. Paredes; C. Naufal; V.V. Ojeda-Caicedo; A.G. Marrugo and Y. T. Solano-Correa, "Flight Mission Planning Methodology in UAV Surveying," in 2024 XVIII National Meeting on Optics and the IX Andean and Caribbean Conference on Optics and its Applications (ENO-CANCOA), Cartagena, Colombia, Jun. 2024. DOI: 10.1109/ENO-CANCOA61307.2024.10751301.
E. Valderrama-Serrano and Y. T. Solano-Correa, "Spatiotemporal Analysis of Variables Affecting Air Quality in Urban Areas of the City of Cartagena, Colombia," in 2024 XVIII National Meeting on Optics and the IX Andean and Caribbean Conference on Optics and its Applications (ENO-CANCOA), Cartagena, Colombia, Jun. 2024. DOI: 10.1109/ENO-CANCOA61307.2024.10751043.
J. A. Sánchez-Guevara and Y. T. Solano-Correa, "A Method for Multitemporal Classification of PlanetScope Images for Detailed Land Cover Analysis," in 2024 XVIII National Meeting on Optics and the IX Andean and Caribbean Conference on Optics and its Applications (ENO-CANCOA), Cartagena, Colombia, Jun. 2024. DOI: 10.1109/ENO-CANCOA61307.2024.10751357.
L. M. Martínez-Vargas; A.L. Caicedo-Laurido; C.P. Urbano-Latorre; Y. T. Solano-Correa and J. F. Muñoz-Ordóñez, "Contributing to Fishery Productivity in Colombia: A Machine Learning Approach to Predict Missing Chlorophyll-A Values Using MODIS Satellite Imagery," in 2024 XVIII National Meeting on Optics and the IX Andean and Caribbean Conference on Optics and its Applications (ENO-CANCOA), Cartagena, Colombia, Jun. 2024. DOI: 10.1109/ENO-CANCOA61307.2024.10751189.
C.S. Cohen-Manrique; Y. T. Solano-Correa; J.L. Villa-Ramírez; A.A. Alvarez-Month, "Impact of land cover variations on the Morroa aquifer (Colombia) static and dynamic levels through remote sensing analysis," in Proc. SPIE 13037, Geospatial Informatics XIV, 1303704 (10 June 2024). DOI: 10.1117/12.3014190.
C. Naufal; Y. T. Solano-Correa; A.G. Marrugo, "Time series water body analysis through planet satellite imagery: a coastal urban case study," in Proc. SPIE 13037, Geospatial Informatics XIV, 1303704 (10 June 2024). DOI: 10.1117/12.3014198.
C. Naufal; F.J. Quintero; Y. T. Solano-Correa; A.G. Marrugo, "Exploring out-of-focus camera calibration for improved UAV survey accuracy," in Proc. SPIE 13038, Dimensional Optical Metrology and Inspection for Practical Applications XIII, 130380C (7 June 2024). DOI: 10.1117/12.3014192.
C. Naufal; Y. T. Solano-Correa; A.G. Marrugo, "YOLO-based multi-scale ground control point detection in UAV surveying," in 2023 IEEE Colombian Caribbean Conference (C3), Barranquilla, Colombia, Nov. 2023. DOI: 10.1109/C358072.2023.10436290.
M. Dalponte; Y. T. Solano-Correa; D. Marinelli; D. Gianelle, "Windthrows detection with satellite remote sensing data: a comparison among Sentinel-2, Planet, and COSMO Sky-Med data," in 2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Pasadena, United States of America, Jul. 2023. DOI: 10.1109/IGARSS52108.2023.10282036.
M. V. Peppa; Y. T. Solano-Correa; J. P. Mills; A. T. Haile, "Rapid mapping of waterbody variations in the central rift valley, Ethiopia, using the digital Earth Africa open data cube," in 2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Pasadena, United States of America, Jul. 2023. DOI: 10.1109/IGARSS52108.2023.10282717.
Y. T. Solano-Correa; Y. V. Camacho-De Angulo; F. Oviedo-Barrero; M. Dalponte; E. L. Pencue-Fierro, "Individual tree crown delineation and biomass estimation from LiDAR data in Gorgona island, Colombia," in 2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Pasadena, United States of America, Jul. 2023. DOI: 10.1109/IGARSS52108.2023.10282442.
D.A. Arrechea-Castillo; Y. T. Solano-Correa; J.F. Muñoz-Ordóñez; Y.V. Camacho-De Angulo; E. Sánchez-Barrera; A. Figueroa-Casas; E.L. Pencue-Fierro, "Land cover classification of Andean sub-basins in Colombia based on Sentinel-2 satellite images and deep learning," in Proc. SPIE 15525, Geospatial Informatics XIII, 1252505 (15 June 2023). DOI: 10.1117/12.2664340.
D.A. Arrechea-Castillo; Y. T. Solano-Correa; J.F. Muñoz-Ordóñez; E.L. Pencue-Fierro; E. Sánchez-Barrera, "Mapping dispersed houses in rural areas of Colombia by exploiting planet satellite images with convolutional neural networks," in Proc. SPIE 15525, Geospatial Informatics XIII, 1252503 (15 June 2023). DOI: 10.1117/12.2664029.
Y.T. Solano-Correa, K. Meshkini, F. Bovolo and L. Bruzzone, "A land cover-driven approach for fitting satellite image time series in a change detection context," in Proc. SPIE 11533, Conference on Image and Signal Processing for Remote Sensing XXVI, 1153309 (20 September 2020). PDF. DOI: 10.1117/12.2573942.
Y. T. Solano-Correa, D. Carcereri, F. Bovolo and L. Bruzzone, “Large-Scale Precise Mapping of Agricultural Fields in Sentinel-2 Satellite Image Time Series,” in 2020 IEEE International Geoscience and Remote Sensing Symposium (IGARSS - 26 Sept.-2 Oct. 2020), pp. 2288 - 2291, 2021. PDF. DOI: 10.1109/IGARSS39084.2020.9323150.
Y. T. Solano-Correa, D. Carcereri, F. Bovolo and L. Bruzzone, “Identification of non-photosynthetic vegetation areas in Sentinel-2 satellite image time series,” in Proc. SPIE 11155, Conference on Image and Signal Processing for Remote Sensing XXV, 111550Y (7 October 2019). PDF. DOI: 10.1117/12.2533761
S. Saha, Y. T. Solano-Correa, F. Bovolo and L. Bruzzone, “Unsupervised deep learning based change detection in Sentinel-2 images,” in 2019 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), pp. 1–4,2019. PDF. DOI: 10.1109/Multi-Temp.2019.8866899
Y. T. Solano-Correa, F. Bovolo and L. Bruzzone,"A Semi-supervised Crop-type Classification Based on Sentinel-2 NDVI Satellite Image Time Series and Phenological Parameters," in 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 457-460, 2019. PDF. DOI: 10.1109/IGARSS.2019.8897922
Y. T. Solano-Correa, F. Bovolo, and L. Bruzzone and D. Fernández-Prieto, “Automatic Derivation of Cropland Phenological Parameters by Adaptive Non-Parametric Regression of Sentinel-2 NDVI Time Series,” in 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2018, pp. 1946–1949. PDF. DOI: 10.1109/IGARSS.2018.8519264
Y. T. Solano-Correa, F. Bovolo, L. Bruzzone, and D. Fernández-Prieto, “Spatio-temporal evolution of crop fields in Sentinel-2 Satellite Image Time Series,” in 2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), 2017, pp. 1–4. PDF. DOI: 10.1109/Multi-Temp.2017.8035236
L. Bruzzone, F. Bovolo, C. Paris, Y. T. Solano-Correa, M. Zanetti, and D. Fernández-Prieto, “Analysis of multitemporal Sentinel-2 images in the framework of the ESA Scientific Exploitation of Operational Missions,” in 2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), 2017, pp. 1–4. PDF. DOI: 10.1109/Multi-Temp.2017.8035230
E. L. Pencue-Fierro, Y. T. Solano-Correa, J. C. Corrales-Muñoz, and A. Figueroa-Casas, “Analysis of Riparian forest buffers dynamics in Colombian basins by Landsat Time Series,” in 2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), 2017, pp. 1–4. PDF. DOI: 10.1109/Multi-Temp.2017.8035259
Y. T. Solano-Correa, F. Bovolo, and L. Bruzzone, “An approach to multiple Change Detection in multisensor VHR optical images based on iterative clustering,” in 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2016, pp. 5149–5152. PDF. DOI: 10.1109/IGARSS.2016.7730342
Y. T. Solano-Correa, F. Bovolo, and L. Bruzzone, “VHR time-series generation by prediction and fusion of multi-sensor images,” in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2015, pp. 3298–3301. PDF. DOI: 10.1109/IGARSS.2015.7326523
Y. T. Solano-Correa, L. Pencue-Fierro, and A. Figueroa-Casas, “Determining the effects of ENSO phenomena on Andean areas by applying radiometric indices on long time series,” in 2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp), 2015, pp. 1–4. PDF. DOI: 10.1109/Multi-Temp.2015.7245808
Y. T. Solano-Correa, F. Bovolo, and L. Bruzzone, “Change detection in very high resolution multisensor optical images,” 2014, vol. 9244, pp. 924410-924410–13. PDF. DOI: 10.1117/12.2068171
Y. T. Solano-Correa, L. Pencue-Fierro, and A. Figueroa-Casas, "Land cover differentiation using digital image processing of Landsat-7 ETM+ samples," in P. D. Giamberardino, D. Iacoviello, J. M. R. S. Tavares, and R. M. N. Jorge, Computational Modelling of Objects Represented in Images III: Fundamentals, Methods and Applications, CRC Press, pp. 165-169, 2012. PDF. DOI: 10.1201/b12753