Juan Carlos Gutiérrez Estrada, PhD

2025

Sanz-Fernández, V., Gutiérrez-Estrada, J.C., Queirolo-Palma, D., Hormazábal-Fritz, S. Climatic and oceanographic variability associated with historical landings of blackspot seabream in the Strait of Gibraltar: wavelet-based analysis. Journal of Marine Systems 248, 104045. DOI: 10.1016/j.jmarsys.2025.104045​

​

​​​​

2024

Castro-Gutiérrez, J., Gutiérrez-Estrada, J.C., Báez-Barrionuevo, J.C. Using artificial neural networks and citizen science data to assess jellyfish presence along coastal areas. Journal of Applied Ecology DOI: 10.1111/1365-2664.14734 (Open access)

​

Open Research

Souviron-Priego, L., Bellido-López, J.J., López-Jaime, J.A., Castro-Gutiérrez. J., Gutérrez-Estrada, J.C., Báez-Barrionuevo, J.C. DOI: 10.5281/zenodo.12732089

​​​​

Pulido-Calvo, I., Gutiérrez-Estrada, J.C., Sanz-Fernández, V. Persistent neural calibration for discharges modelling in drought-stressed catchments. Expert Systems with Applications 249(c), 123785 (Open access)

​

Gómez-Bravo, F., Garrocho-Cruz, A., Marín-Cañas, O., Pulido-Calvo, I., Gutiérrez-Estrada, J.C., Peregrín-Rubio, A. A control architecture for developing reactive hybrid remotely operated underwater vehicles. Machines 12(1), 1   https://doi.org/10.3390/machines12010001  (Open access)

​

​

2023

Gutiérrez-Estrada, J.C., De la Rosa-Lucas, I., Pomares-Padilla, A., Pulido-Calvo, I. Expert knowledge-based system for risk assessment of the occurrence of Amyloodinium ocellatum in semi-intensive fish farms. Aquaculture International,  https://doi.org/10.1007/s10499-023-01291-5 (Open access)

 

Sanz-Fernández, V., Gutiérrez-Estrada, J.C. Effects of environmental factors on the historical time series of blackspot seabream commercial landings (1983 to 2015) in the strait of Gibraltar: A shared marine resource between the Spanish and Moroccan fleets. Journal of Marine Systems 240, 103883 (Open access)

 

 

Gutiérrez-Estrada, J.C., Pulido-Calvo, I. Temperature patterns along the migration routes of European eel larvae towards the south of the Iberian Peninsula. Estuarine, Coastal and Shelf Science 284, 108297 (Open access)

​

​

2022

Castro-Gutiérrez, J., Gutiérrez-Estrada, J.C., Aroba, J., Pulido-Calvo, I., Peregrín, A., Báez, J.C., Bellido, J.J., Souviron-Priego, L. Estimation of jellyfish abundance in the south-eastern Spain coastline by using an explainable artificial intelligence model based on fuzzy logic. Estuarine, Coastal and Shelf Science 277, 108062

​

 

Galotto-Tébar, M.M., Pomares-Padilla, A., Czerwinski, I.A., Gutiérrez-Estrada, J.C. Is the vessel fishing? Discrimination of fishing activity with low-cost intelligent mobile devices through traditional and heuristic approaches. Expert Systems with Applications 200, 117091(Open access)

​

Noticias relacionadas con esta publicación:

- Fundación descubre

- IDescubre

- Alphagalileo

- Ciencia directa

- Ruta Pesquera

- Industrias Pesqueras

- HEconomia.es

- Reportaje en el programa de Canal Sur EnRed

​

​​

Gutiérrez-Estrada, J.C., Pulido-Calvo, I., Castro-Gutiérrez, J., Peregrín, A., López-Domínguez, S., Gómez-Bravo, F., Garrocho-Cruz, A., de la Rosa-Lucas, I. Fish abundance estimation with imaging sonar in semi-intensive aquaculture ponds. Aquacultural Engineering 97, 102235 (Open access)

 

 

Sanz-Fernández, V., Gutiérrez-Estrada, J.C., Pulido-Calvo, I.Pagellus genus catches time series in the FAO Major Fishing Areas 27 and 34: analysis of fishery behaviour. Marine Policy, 136: 104912 DOI: 10.1016/j.marpol.2021.104912

​

​

2021

Gil-Herrera, J., Gutiérrez-Estrada, J.C. Benchoucha, S., Pérez-Gil, J.L., Sanz-Fernández, V., el Arraf, S., Burgo, C., Malouli-Idrissi, M., Farias, C. The BalckSpot Seabream fishery in the Strait of Gibraltar: lessons and future perspectives of shared marine resource. En: Alboran Sea-Ecosystems and Marine Resources, Ed.: Báez, J.C., Vázquez, J.T., Camiñas, J.A., Malouli-Idrissi, M.: 635-657.

​

Noticias relacionadas con esta publicación:

- Europa press

- La opinión de Málaga

- 20 minutos

- El estrecho digital

- Industrias Pesqueras

​

 

Gutiérrez-Estrada, J.C., Pulido-Calvo, I., Peregrín, A., García-Gálvez, A., Báez, J.C., Bellido, J.J., Souviron-Priego, L., Sánchez-Laulhé, J.M., López, J.A. Integrating local environmental data and information from non-driven citizen science to estimate jellyfish abundance in Costa del Sol (southern Spain). Estuarine, Coastal and Shelf Science, 249: 107112.

​

Noticias relacionadas con esta publicación:

- Fundación descubre

- IDescubre

- Alphagalileo

- Diario Málaga hoy

- Diario de Sevilla

- La Vanguardia

- Europa press

- COPE

- Industrias Pesqueras 

- ATRESMEDIA

- NIUS

​

 

 

2020

Sanz-Fernández, V., Gutiérrez-Estrada, J.C.

Historical changes of Blackspot seabream (Pagellus bogaraveo) landing patterns in the Strait of Gibraltar from 1983 to 2016: environmental and legislation effects.

Fisheries Oceanography, https://doi.org/10.1111/fog.12506

​

Gutiérrez-Estrada, J.C., Sanz-Fernández, V., Pulido-Calvo, I., Gil-Herrera, J.

Improving the interpretability of the effects of environmental factors on abundance of fish stocks

Ecological Indicators,  117: 106533.

 

Pulido-Calvo, I, Gutiérrez-Estrada, J.C., Sanz-Fernández, V.

Drought and ecological flows in the lower Guadiana river basin (southwest Iberian Peninsula).

Water, 12(3): 677 https://doi.org/10.3390/w12030677

​

​

2019

Galotto-Tébar, M.M., Pomares-Padilla, A., Czerwinski, I.A., Gutiérrez-Estrada, J.C.

Using mobile device's sensors to identify fishing activity.

Journal of Marine Science and Technology, doi: 10.1007/s00773-019-00694-5

​

​

Sanz-Fernández, V., Gutiérrez-Estrada, J.C., Pulido-Calvo, I., Gil-Herrera, J., Benchoucha, S., el Arraf, S.

Environment or catches? Assessment of the decline in blackspot seabream (Pagellus bogaraveo) abundance in the Strait of Gibraltar.

Journal of Marine Systems, 190: 15-24

​

 

2017

Gutiérrez-Estrada, J.C., Gil-Herrera, J., Pulido-Calvo, I., Czerwinski, I.A.

Is it possible to differenciate between environmental and fishery effects on abundance-biomas variation? A case study of blackspot seabream (Pagellus bogaraveo) in the Strait of Gibraltar.

Fisheries Oceanography, 26(4): 455-475.

​

​

2015

Manjarrés-Martínez, L.M., Gutiérrez-Estrada, J.C., Hernando-Casal, J.A.

Effects of mesh size and towing speed on the multispecies catch rates of Historical swept area surveys.

Fisheries Research, 164: 143-152.

​

Gutiérrez-Estrada, J.C., Pulido-Calvo, I.

Is the Atlantic surface temperature a good proxy for forecasting the recruitment of European eel in the Guadalquivir Estuary?

Progress in Oceanography, 130: 112-124.

​

​

2014

Pulido-Calvo, I., Gutiérrez-Estrada, J.C., Díaz-Rubio, E., De la Rosa, I.

Assisted management of water exchange in traditional semi-intensive aquaculture ponds.

Computers and Electronics in Agriculture, 101: 128-134.

​

​

2013

Gutiérrez-Estrada, J.C., Pulido-Calvo, I., Bilton, D.T.

Consistency of fuzzy rules in an ecological context.

Ecological Modelling, 251: 187-198.

​

 

2012

Silva, C., Yáñez, E., Barbieri, M.A., Gutiérrez-Estrada, J.C., Del Valls, T.A.

Towards the use of indicators and models for an ecosystem approach to fisheries and aquaculture management: anchovy fishery and pacific oyster culture-a cases studies in Chile.

Latin American Journal of Aquatic Research, 40(4): 955-969.

 

Queirolo, D., Erzini, K., Hurtado, C.F., Gaete, E., Soriguer, M.C., Gutiérrez-Estrada, J.C.

The effect of environmental conditions and fishing operations on the performance of a bottom trawl.

ICES Journal of Marine Science, 69(2): 293-302.

 

Gutiérrez-Estrada, J.C., Pulido-Calvo, I., De la Rosa, I., Marchini, B.

Modeling inflow rates for the water exchange management in semi-intensive aquaculture ponds.

Aquacultural Engineering, 48: 19-30.

 

Pulido-Calvo, I., Gutiérrez-Estrada, J.C., Savic, D.

Heuristic modelling of the water resources management in Guadalquivir River Basin, southern Spain.

Water Resources Management, 26(1): 185-209.

 

Rodero, E., González-Martínez, A., Luque, M., Herrera, M., Gutiérrez-Estrada, J.C.

Classification of Spanish autochthonous bovine breeds. Morphometric study using classical and heuristic techniques.

Livestock Science, 143: 226-232.

 

Manjarrés-Martínez, L.M., Gutiérrez-Estrada, J.C., Hernando, J.A., Soriguer, M.C.

The performance of three ordination methods applied to demersal fish data sets: stability and interpretability.

Fisheries Management and Ecology, 19: 200-213.

​

​

2011

Pulido-Calvo, I., Gutiérrez-Estrada, J.C.

Selecction and operation of pumping stations of water distribution systems.

Environmental Research Journal, 5(1): 49-72

​

​

2010

Yáñez, E., Plaza, F., Gutiérrez-Estrada, J.C., Rodríguez, N., Barbieri, M.A., Pulido-Calvo, I., Bórquez, C.

Anchovy (Engraulis ringens) and sardine (Sardinops sagax) abundance forecast off northern Chile: A multivariate ecosystemic neural network approach.

Progress in Oceanography, 210: 242-250.

 

Manjarrés-Martínez, L.M., Gutiérrez-Estrada, J.C., Mazenet-González, J., Soriguer, M.C.

Seasonal patterns of three fish species in a Caribbean coastal gill-next fishery: Biologically induced or climatic-related aggregations?

Fisheries Research,106: 358-367.

​

Gutiérrez-Estrada, J.C., Bilton, D.T.

A heuristic approach to predicting water beetle diversity in temporary and fluctuating waters.

Ecological Modelling, 221: 1451-1462.

​

Czerwinski, I.A., Gutiérrez-Estrada, J.C. , Casimiro-Soriguer-Escofet, M., Hernando, J.A.

Hook selectivity models assessment for black spot seabream. Classic and heuristic approaches.

Fisheries Research, 102: 41-49.

​

Robotham, H., Bosch, P.,  Gutiérrez-Estrada, J.C., Castillo, J., Pulido-Calvo, I.

Acoustic identification of small pelagic fish species in Chile using support vector machines and neural networks.

Fisheries Research, 102: 115-122.

​

​

2009

Gutiérrez-Estrada, J.C., Yáñez, E., Pulido-Calvo, I., Silva, C., Plaza, F., Bórquez, C.

Pacific sardine (Sardinops sagax, Jenyns 1842) landings prediction. A neural network ecosystemic approach.

Fisheries Research, 100: 116-125.

 

Czerwinski, I.A., Erzini, K., Gutiérrez-Estrada, J.C., Hernando, J.A.

Deep water longline selectivity for black spot seabream (Pagellus bogaraveo) in the Strait of Gibraltar.

Fisheries Science, 75: 285-294.

 

Pulido-Calvo, I., Gutiérrez-Estrada, J.C.

Improved irrigation water demand forecasting using a soft-computing hybrid model.

Biosystems Enginering, 102: 202-218.

​

​

2008

Czerwinski, I.A., Gutiérrez-Estrada, J.C., Soriguer, M.C., Hernando, J.A.

Morphometric relations for body size and mouth dimensions for four fish species in the Strait of Gibraltar.

Acta Ichthyologica et Piscatoria, 38(2): 81-90.

​

Pulido-Calvo, I., Gutiérrez-Estrada, J.C, Corbacho, J.M.

Pipes size selection of water distribution systems of fishfarms.

Aquacultural Engineering,  39: 43-52.

 

Gutiérrez-Estrada J.C., Costa, M.J., Vasconcellos, R.

Estimating fish community diversity from environmental features in the Tagus estuary (Portugal): Multiple Linear Regression and Artificial Neural Network approaches.

Journal of Applied Ichthyology,  24: 150-162.

​

​

2007

Gutiérrez-Estrada J.C., Silva, C., Yáñez, E., Rodríguez, N., Pulido-Calvo, I.

Monthly catch forecasting of Anchovy Engraulis ringens in the north area of Chile: non-linear univariate approach.

Fisheries Research, 86: 188-200.

 

Czerwinski, I.A., Gutiérrez-Estrada, J.C.,  Hernando-Casal, J.A.

Short-term forecasting of halibut CPUE: Linear and non-linear univariate approaches.

Fisheries Research, 86: 120-128.

​

Gutiérrez-Estrada, J.C., Pulido-Calvo, I.

Water temperature regimen analysis of intensive fishfarms associated with cooling effluents from power plants.

Biosystems Enginering, 96(4): 581-591.

​

Velo-Suarez, L., Gutiérrez-Estrada, J.C.

Artificial neural network approaches to one-step weekly prediction of Dinophysis acuminata blooms in Huelva (Western Andalucía, Spain).

Harmful Algae, 6(3): 361-371.

​

​

2006

Pulido-Calvo, I., Gutiérrez-Estrada, J.C., López-Luque, R., Roldán-Cañas, J.

Regulating reservoirs in pressurized irrigation water supply systems.

Journal of Water Supply: Research and Technology-AQUA, 55(5): 367-381.

 

Pérez-Martín, D., Garrido-Varo, A.M., Guerrero-Ginel, J.E., Gutiérrez-Estrada, J.C.

Use of artificial neural networks in near-infrared reflectance spectroscopy calibrations for predicting the inclusión percentages of wheat and sunflower meal in compound feedingstuffs.

Applied Spectroscopy, 60(9): 1062-1069.

 

Pulido-Calvo, I., Gutiérrez-Estrada, J.C., Asensio-Fernández, R.

Optimal desing of pumpung stations of inland intensive fishfarms.

Aquacultural Engineering, 35: 283-291.

​

​

2005

Gutiérrez-Estrada, J.C., de Pedro-Sanz, E., López-Luque, R., Pulido-Calvo, I.

SEDPA, an expert systems for disease diagnosis in eel rearing systems.

Aquacultural Engineering, 33(2): 110-125.

​

​

2004

Gutiérrez-Estrada, J.C., de Pedro-Sanz, E., López-Luque, R., Pulido-Calvo, I.

Comparison between traditional methods and artificial neural networks for ammonia concentration forecasting in an ell (Anguilla anguilla L.) intensive rearing system.

Aquacultural Engineering, 31(3-4): 183-203.

​

​

2003

Pulido-Calvo, I., Roldán-Cañas, J., López-Luque, R., Gutiérrez-Estrada, J.C.

Demand forecasting for irrigation water distribution systems.

Journal of Irrigation and Drainage Engineering, 129(6): 422-431.

 

Pulido-Calvo, I., Roldán-Cañas, J., López-Luque, R., Gutiérrez-Estrada, J.C.

Water delivery system planning considering irrigation simultaneity.

Journal of Irrigation and Drainage Engineering, 129(4): 247-255.

​

​

2000

Gutiérrez-Estrada, J.C., Pulido-Calvo, I., Prenda-Marín, J.

Gonadosomatic index estimates of an introduced pumpkinseed (Lepomis gibbosus) population in a mediterranean stream, using computational neural networks.

Aquatic Sciences, 62(4): 350-363.

 

Gutiérrez-Estrada, J.C., Pulido-Calvo, I., Fernández-Delgado, C.

Age-structure, growth and reproduction of the introduced pumpkinseed (Lepomis gibbosa, L., 1758) in a tributary of the Guadalquivir river (shouthern Spain).

Limnetica, 19: 21-29.

​

​

1998

Gutiérrez-Estrada, J.C., Prenda-Marín, J., Oliva, F., Fernández-Delgado, C.

Distribution and habitat preferences of the introduced mumminchog Fundulus heteroclitus in south-western Spain.

Estuarine, Coastal and Shelf Sciences, 46(6): 827-835

 

 

​