F. Alvarez-taboada, C. Paredes, and J. Julián-pelaz, Mapping of the invasive species Hakea sericea using Unmanned Aerial Vehicle (UAV) and worldview-2 imagery and an object-oriented approach

B. Gopal, Ecology and Management of Aquatic Vegetation in the Indian Subcontinent, 1987.

K. H. Thamaga and T. Dube, Remote sensing of invasive water hyacinth (Eichhornia crassipes): A review on applications and challenges, Remote Sens. Appl. Soc. Environ, vol.10, pp.36-46, 2018.

S. Lowe, M. Browne, S. Boudjelas, and M. De-poorter, 100 of the World's Worst Invasive Alien Species. From A Selection Global. The Database, Invasive Species, 2004.

D. J. Kriticos and S. Brunel, Assessing and Managing the Current and Future Pest Risk from Water Hyacinth, (Eichhornia crassipes), an Invasive Aquatic Plant Threatening the Environment and Water Security, PLoS ONE, vol.11, 2016.

J. R. Wilson, N. Holst, and M. Rees, Determinants and patterns of population growth in water hyacinth, Aquat. Bot, vol.81, pp.51-67, 2005.

T. Téllez, E. López, G. Granado, E. Pérez, R. López et al., The Water Hyacinth, Eichhornia crassipes: An invasive plant in the Guadiana River Basin (Spain), Aquat. Invasions, vol.3, pp.42-53, 2008.

C. E. Timmer and L. W. Weldon, Evapotranspiration and pollution of water by water hyacinth, Hyacinth Control J, vol.6, pp.34-37, 1966.

V. Mozaffarian and B. Yaghoubi, New record of Eichhornia crassipes (Water Hyacinth) from north of Iran, Rostaniha Agric. Res. Educ. Ext. Organ. Res. Assist. Prof, vol.16, pp.208-211, 2015.

K. Dagno, R. Lahlali, D. Friel, M. Bajji, and M. Haïssam-jijakli, Synthèse bibliographique: Problématique de la jacinthe d'eau, Eichhornia crassipes, dans les régions tropicales et subtropicales du monde, notamment son éradication par la lutte biologique au moyen des phytopathogènes, Biotechnol. Agron. Soc. Environ, vol.11, pp.144-150, 2007.

J. H. Everitt, C. Yang, D. E. Escobar, C. F. Webster, R. I. Lonard et al., Using remote sensing and spatial information technologies to detect and map two aquatic macrophytes, J. Aquat. Plant Manag, vol.37, pp.71-80, 1999.

A. Hussner, I. Stiers, M. J. Verhofstad, E. S. Bakker, B. M. Grutters et al., Management and control methods of invasive alien freshwater aquatic plants: A review, Aquat. Bot, vol.136, pp.112-137, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01561008

E. L. Hestir, S. Khanna, M. E. Andrew, M. J. Santos, J. H. Viers et al., Identification of invasive vegetation using hyperspectral remote sensing in the California Delta ecosystem, Remote Sens. Environ, vol.112, pp.4034-4047, 2008.

S. Barati, B. Rayegani, M. Saati, A. Sharifi, and M. Nasri, Comparison the accuracies of different spectral indices for estimation of vegetation cover fraction in sparse vegetated areas, Egypt. J. Remote Sens. Space Sci, vol.14, pp.49-56, 2011.

T. P. Albright, T. G. Moorhouse, and T. J. Mcnabb, The Rise and Fall of Water Hyacinth in Lake Victoria and the Kagera River Basin, J. Aquat. Plant Manag, vol.42, pp.73-84, 1989.

J. Mund, D. Murach, and A. Parplies, Monitoring and Quantification of Floating Biomass on Tropical Water Bodies, pp.67-76, 2014.

E. N. Ogamba, S. C. Izah, and T. Oribu, Water quality and proximate analysis of Eichhornia crassipes from River Nun, Amassoma Axis, Nigeria. Res. J. Phytomed, vol.1, pp.43-48, 2015.

, Remote Sens, vol.11, 2019.

W. Rommens, J. Maes, N. Dekeza, P. Inghelbrecht, T. Nhiwatiwa et al., The impact of water hyacinth (Eichhornia crassipes) in a eutrophic subtropical impoundment (Lake Chivero, Zimbabwe). I. Water quality. Archiv für Hydrobiologie, vol.158, pp.373-388, 2003.

X. Pan, A. M. Villamagna, B. Li, A. M. Villamagna, and B. Li, Water Hyacinth). In A Handbook of Global Freshwater Invasive Species, Eichhornia crassipes Mart, 2012.

S. Patel, Threats, management and envisaged utilizations of aquatic weed Eichhornia crassipes: An overview, Rev. Environ. Sci. Biotechnol, vol.11, pp.249-259, 2012.

G. Venugopal, Monitoring the effects of biological control of water hyacinths using remotly sensed data: A case study of Bangalore, India, Singap. J. Trop. Geogr, vol.19, pp.92-105, 1998.

I. Uremis, A. Uludag, Z. F. Arslan, and O. Abaci, A new record for the flora of Turkey: Eichhornia crassipes (Mart.) Solms (Pontederiaceae), vol.44, pp.83-86, 2014.

. Eppo, EPPO A1 and A2 Lists of Pests Recommended for Regulation as Quarantine Pests, EPPO Bull, vol.5, pp.205-207, 2008.

. Un-escwa,

, In Inventory of Shared Water Resources in Western Asia; United Nations Economic and Social Commission for Western Asia (UN-ESCWA) and the German Federal Institute for Geosciences and Natural Resources (BGR), 2013.

E. García-berthou, C. Alcaraz, Q. Pou-rovira, L. Zamora, G. Coenders et al., Introduction pathways and establishment rates of invasive aquatic species in Europe, Can. J. Fish. Aquat. Sci, vol.62, pp.453-463, 2005.

A. Hussner, Alien aquatic plant species in European countries, Weed Res, vol.52, pp.297-306, 2012.

G. Mazza, L. Aquiloni, A. F. Inghilesi, C. Giuliani, L. Lazzaro et al., Aliens just a click away: The online aquarium trade in Italy, Manag. Biol. Invasions, vol.6, pp.253-261, 2015.

L. Celesti-grapow, A. Alessandrini, P. V. Arrigoni, E. Banfi, L. Bernardo et al., Inventory of the non native flora of Italy, Plant Biosyst, vol.143, pp.386-430, 2009.

G. Brundu, M. M. Azzella, C. Blasi, I. Camarda, M. Iberite et al., The silent invasion of Eichhornia crassipes (Mart.) Solms. in Italy, Plant Biosyst, vol.147, pp.1120-1127, 2013.

N. Georges and N. Pax, Pistia stratiotes L. et Eichhornia crassipes (Mart) Solms, deux nouvelles hydrophytes dans la vallée de la Moselle, Bull. Liaison Floraine, vol.28, pp.3-4, 2002.

C. Perna and D. Burrows, Improved dissolved oxygen status following removal of exotic weed mats in important fish habitat lagoons of the tropical Burdekin River floodplain, Australia, Mar. Pollut. Bull, vol.51, pp.138-148, 2005.

C. Idrc and . Ham,

R. L. Thomas, A. Shaban, M. Khawlie, I. Kawass, and B. Nsouli, Geochemistry of the sediments of the El-Kabir River and Akkar watershed in Syria and Lebanon, Lakes Reserv. Res. Manag, vol.10, pp.127-134, 2005.

T. Guyet and H. Nicolas, Long term analysis of time series of satellite images, Pattern Recognit. Lett, vol.70, pp.17-23, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01239504

M. Schmidt, Monitoring aquatic weeds in a river system using SPOT 5 satellite imagery, J. Appl

M. J. Santos, S. Khanna, E. L. Hestir, M. E. Andrew, S. S. Rajapakse et al., Use of Hyperspectral Remote Sensing to Evaluate Efficacy of Aquatic Plant Management, Invasive Plant Sci. Manag, vol.2, pp.216-229, 2009.

M. E. Jakubauskas, D. L. Peterson, S. W. Campbell, F. De-noyelles, S. D. Campbell et al., Mapping and monitoring invasive aquatic plant obstructions in navigable waterways using satellite multispectral imagery, Proceedings of the Pecora 15 Land Satellite Information IV Conference and the ISPRS Commission I Symposium, pp.10-15, 2002.

J. H. Everitt and C. H. Yang, Using QuickBird satellite imagery to distinguish two aquatic weeds in south Texas, J. Aquat. Plant Manag, vol.45, pp.25-31, 2007.

Y. Oyama, B. Matsushita, and T. Fukushima, Distinguishing surface cyanobacterial blooms and aquatic macrophytes using Landsat/TM and ETM+ shortwave infrared bands, Remote Sens. Environ, vol.157, pp.35-47, 2015.

, Remote Sens, vol.11, 2019.

A. Fadel, G. Faour, and K. Slim, Assessment of the trophic state and chlorophyll-a concentrations using landsat oli in karaoun reservoir, Lebanon. Leban. Sci. J, vol.17, pp.130-145, 2016.

T. Dube, O. Mutanga, M. Sibanda, V. Bangamwabo, and C. Shoko, Evaluating the performance of the newly-launched Landsat 8 sensor in detecting and mapping the spatial configuration of water hyacinth (Eichhornia crassipes) in inland lakes, Zimbabwe. Phys. Chem. Earth, vol.100, pp.101-111, 2017.

M. Pinardi, M. Bresciani, P. Villa, I. Cazzaniga, A. Laini et al., Spatial and temporal dynamics of primary producers in shallow lakes as seen from space: Intra-annual observations from Sentinel-2A, Limnologica, vol.72, pp.32-43, 2018.

R. Colombo, D. Bellingeri, D. Fasolini, and C. M. Marino, Retrieval of leaf area index in different vegetation types using high resolution satellite data, Remote Sens. Environ, vol.86, pp.120-131, 2003.

J. W. Rouse, R. H. Haas, J. A. Schell, D. W. Deering, and J. C. Harlan, Monitoring the Vernal Advancements and Retrogradation of Natural Vegetation, 1974.

N. H. Broge and E. Leblanc, Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density, Remote Sens. Environ, vol.76, pp.156-172, 2000.

R. D. Jackson and A. R. Huete, Interpreting vegetation indices, Prev. Vet. Med, vol.11, pp.185-200, 1991.

L. B. Bronge and A. B. Swedpower, Satellite Remote Sensing for Estimating Leaf Area Index, FPAR and Primary Production; Swedish Nuclear Fuel and Waste Management, 2004.

A. R. Huete, A soil-adjusted vegetation index (SAVI), vol.25, pp.295-309, 1988.

B. Almutairi, A. El, M. A. Belaid, and N. Musa, Comparative Study of SAVI and NDVI Vegetation Indices in Sulaibiya Area (Kuwait) Using Worldview Satellite Imagery, Int. J. Geosci. Geomatics, vol.1, pp.50-53, 2013.

X. Zhang, C. Liao, J. Li, and Q. Sun, Fractional vegetation cover estimation in arid and semi-arid environments using HJ-1 satellite hyperspectral data, Int. J. Appl. Earth Obs. Geoinf, vol.21, issue.7, 2012.

J. C. Jiménez-muñoz, J. A. Sobrino, A. Plaza, L. Guanter, J. Moreno et al., Comparison between fractional vegetation cover retrievals from vegetation indices and spectral mixture analysis: Case study of PROBA/CHRIS data over an agricultural area, Sensors, vol.9, pp.768-793, 2009.

D. Wu, H. Wu, X. Zhao, T. Zhou, B. Tang et al., Evaluation of Spatiotemporal Variations of Global Fractional Vegetation Cover Based on GIMMS NDVI Data from 1982 to, Remote Sens, vol.6, pp.4217-4239, 2011.

K. Jia, S. Liang, S. Liu, Y. Li, Z. Xiao et al., Global Land Surface Fractional Vegetation Cover Estimation Using General Regression Neural Networks From MODIS Surface Reflectance, IEEE Trans. Geosci. Remote Sens, vol.53, pp.4787-4796, 2015.

, Sentinel-2 ESA's Optical High-Resolution Mission for GMES Operational Services, PO Box, vol.299, p.2200

, ESA Communications ESTEC, 2012.

J. Tello, R. Gómez-báguena, and M. A. Casterad, Comparison and adjustment in agricultural areas of vegetation indexes derived from Landsat-8 and Sentinel-2, Proceedings of the Nuevas Plataformas y Sensores Teledetección-XVII Congreso de la Asociación Española de Teledetección, pp.81-84, 2017.

, PEPS-Operating platform Sentinel products (CNES), p.28, 2019.

, Theia-The Continental Surface Data and Services Center, p.28, 2019.

L. Vescovo and D. Gianelle, Using the MIR bands in vegetation indices for the estimation of grassland biophysical parameters from satellite remote sensing in the Alps region of Trentino (Italy), Adv. Space Res, vol.41, pp.1764-1772, 2008.

E. M. Eid and K. H. Shaltout, Population dynamics of Eichhornia crassipes (C. Mart.) Solms in the Nile Delta, Egypt. Plant Spec. Biol, vol.32, pp.279-291, 2016.

K. H. Batanouny and A. M. El-fiky, The water hyacinth (Eichhornia crassipes Solms) in the Nile system, Egypt. Aquat. Bot, vol.1, pp.243-252, 1975.

S. Yan, W. Song, and J. Guo, Advances in management and utilization of invasive water hyacinth (Eichhornia crassipes) in aquatic ecosystems-A review, Crit. Rev. Biotechnol, vol.37, pp.218-228, 2017.

B. Bottner and C. Noël, Repérer les macrophytes depuis le ciel ou sous les eaux, quel appui pour les gestionnaires? Sci. Eaux Territ, vol.15, pp.10-15, 2014.

, Remote Sens, vol.11, 2019.

S. Varray, J. Haury, S. Hudin, and . De, Gestion des Espèces Exotiques Envahissantes du Bassin Loire

, Fédération des Conservatoires d'Espaces Naturels, 2018.

A. Dutartre, J. Haury, and M. Peltre, Plantes Aquatiques d'eau Douce: Biologie, Écologie et Gestion, Cemagref HS Rev. Ingénierie Eau-Agriculture-Territoire, p.161, 2008.

C. Joshi, J. De-leeuw, and I. C. Van-duren, Remote Sensing and GIS Applications for Mapping and Spatial Modelling of Invasive Species, Geoinf. Sci, vol.2, pp.669-677, 2002.

C. M. Laranjeira and G. Nadais, Eichhornia crassipes control in the largest Portuguese natural freshwater lagoon, vol.38, pp.487-495, 2008.

J. Haury and J. Damien, De nouvelles mauvaises herbes en zones humides: Les formes terrestres des Jussies invasives sur prairies, Sciences Eaux Territoires, vol.15, pp.16-21, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01145331

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