Environmental monitoring of bombetoka bay and the Betsiboka estuary, Madagascar, using multi-temporal satellite data

Tsilavo Raharimahefa, Timothy M. Kusky

Journal of Earth Science ›› 2010, Vol. 21 ›› Issue (2) : 210-226.

Journal of Earth Science ›› 2010, Vol. 21 ›› Issue (2) : 210-226. DOI: 10.1007/s12583-010-0019-y
Article

Environmental monitoring of bombetoka bay and the Betsiboka estuary, Madagascar, using multi-temporal satellite data

Author information +
History +

Abstract

The causes and consequences of soil erosion in Madagascar have been the focus of recent environmental debates. The Betsiboka, Madagascar’s largest river stretching 600 km from the high central plateau to the northwest coast on the Mozambique Channel, is a major conduit for transporting lateritic soils and sediments derived from the highlands of Central Madagascar to the sea. These entrained lateritic sediments color the river a blood-red hue, as if the life of the island is being drained away. In this study, Landsat visible and near infrared spectral bands are used to map the underwater sediments especially under the sea and in the interface between seawater and freshwater. Band color composites, single bands and band ratios are used to improve the detection of underwater sediments including sand bars and delta lobes. We show the evolution of the bay, coastline, delta, and change detection results derived from Landsat satellite images recorded in 1973, 1989, 1999, 2000 and 2003, respectively. Results indicate that sedimentary transport and suspension in Bombetoka Bay has significantly changed during the past 30 years, with a dramatic increase in the amount of sediment moved by the river, and deposited in the estuary and in offshore delta lobes. These changes have adversely affected agriculture, fisheries, and transportation for one of Madagascar’s largest ports. The changes are attributed to increased erosion following large-scale deforestation, bush fires, and overgrazing in the river basin.

Keywords

environment monitoring / Madagascar / delta / remote sensing / Landsat

Cite this article

Download citation ▾
Tsilavo Raharimahefa, Timothy M. Kusky. Environmental monitoring of bombetoka bay and the Betsiboka estuary, Madagascar, using multi-temporal satellite data. Journal of Earth Science, 2010, 21(2): 210‒226 https://doi.org/10.1007/s12583-010-0019-y

References

Ahmed M. H.. Temporal Shoreline and Bottom Changes of the Inner Continental Shelf off the Nile Delta in the Present Century, Egypt: [Dissertation], 1991, Alexandria: Alexandria University 218
Aldegheri M.. Hydrological Monograph of Ikopa and Betsiboka Rivers, 1963, Paris: French Institute of Research for Development in Cooperation
Aldegheri M.. Hydrological Monograph of Ikopa and Betsiboka Rivers, 1964, Paris: French Institute of Research for Development in Cooperation
Aldegheri M.. Battistini R., Richard-Vinard G.. Rivers and Streams on Madagascar. Biogeography and Ecology in Madagascar, 1972, Hague: Dr. W. Junk Publishers 128-129.
Andriamampianina N.. Les Lavakas Malgaches: Leur Dynamique Erosive et Leur Stabilization. Revue de Geographie. Madagascar, 1985, 46: 69-85.
Bakoariniaina L. N., Kusky T. M., Raharimahefa T.. Disappearing Lake Alaotra: Monitoring Catastrophic Erosion Waterway Silting, and Land Degradation Hazards in Madagascar Using Landsat Imagery. Journal of African Earth Sciences, 2006, 44(2): 241-252.
CrossRef Google scholar
Baltzer F., Lafond L. R.. Marais Maritimes Tropicaux. Tropical Tidal Marshes. Revue de Geographie Physique et de Geologie Dynamique, 1971, 13(2): 173-196.
Berthois L., Crosnier A.. Etude Dynamique de la Sédimentation au Large de l’estuaire de la Betsiboka. Cah. ORSTOM, Séries Océanographique, 1966, IV(2): 1-130.
Bertil D.. Sismicité Instrumentale de Madagascar et Hypothèses Sur les Réactivations Tectoniques Récentes. Le rifting Malgache. Académie nationale des Arts, des Lettres et des Sciences, 1996, Antananarivo: Tsimbazaza 11-18.
Bésairie H.. Madagascar Carte Géologique, Echelle 1/1 000 000, 1973, Antananarivo: Service Géologique
Binding C. E., Bowers D. G., Mitchelson-Jacob E. G.. Estimating Suspended Sediment Concentrations from Ocean Colour Measurements in Moderately Turbid Waters: the Impact of Variable Particle Scattering Properties. Remote Sensing Env., 2005, 94(3): 373-383.
CrossRef Google scholar
Bourgeat F., Aubert G.. Ferralsol of Madagascar. Madagascar Magazine of Geography, 1972, 20: 1-23.
Bricout V., Froidefond J. M.. Remote Sensing from Space: A Tool for Coastal Bathymetry. Bulletin de l’Institut de Geologie du Bassin d’Aquitaine, 1993, 53–54: 199-207.
Buxeda C.. Reforms of the Marovoay Plains (Rice Field), Disengagement of the State on the Large Irrigated Marovoay Plains: [Dissertation], 1996, Paris: University of Paris
Chaperon P., Daloux J., Ferry L.. Fleuves et Rivières de Madagascar, 1993, Paris: ORSTOM, Ministère de la Recherche Scientifique, Ministère du Transport et de la Météorologie
Chen L. C., Rau J. Y.. Detection of Shoreline Changes for Tideland Areas Using Multi-temporal Satellite Images. International Journal of Remote Sensing, 1998, 19(17): 3383-3397.
CrossRef Google scholar
Chouret A.. Hydrology Studies along the Road from Majunga to Tananarive with the Aim of the Crossing of Betsiboka River beneath the Road from Majunga to Tananarive, 1969, Paris: French Institute of Research for Development in Cooperation 1-39.
Doxaran D., Cherukuru R. C. N., Lavender S. J.. Use of Reflectance Band Ratios to Estimate Suspended and Dissolved Matter Concentrations in Estuarine Waters. International Journal of Remote Sensing, 2005, 26(8): 1763-1769.
CrossRef Google scholar
Doxaran D., Froidefond J. M., Castaing P.. Remote Sensing Reflectance of Turbid Sediment Dominated Waters: Reduction of Sediment Type Variations and Changing Illumination Conditions Effects by Use of Reflectance Ratios. Applied Optics, 2003, 42(15): 2623-2634.
CrossRef Google scholar
Droy I.. What Happened to the Rice Warehouses? (Madagascar). Autrepart, 1998, 7: 89-110.
Duda R. O., Hart P. E.. Pattern Classification and Scene Analysis, 1973, New York: Wiley
Dufournet R.. Régimes Thermiques et Pluviométriques Des Différents Domaines Climatiques de Madagascar. Revue de Géographie. Madagascar, 1972, 20: 25-118.
FAO Parcs Nationaux et Réserves Naturelles Intégrales: République Malgache, 1975, Roma: Document de Travails 64, FAO
Foiben-Taosaritanin’i Madagascar BD500. Les Bases Des Données Vecteur a 1/500 000, 1998, Madagascar: FTM
Foiben-Taosaritanin’i Madagascar BD200. Les Bases Des Données Vecteur a 1/200 000, 2001, Madagascar: FTM
Froidefond J. M., Castaing P., Mirmand M., . Analysis of the Turbid Plume of the Gironde (France) Based on SPOT Radiometric Data. Remote Sensing of Environment, 1991, 36: 149-163.
CrossRef Google scholar
Gade W. D.. Deforestation and Its Effects in Highland Madagascar. Mountain Research and Development, 1996, 16(2): 101-116.
CrossRef Google scholar
Guang J., Wei Y., Huang J.. A Model for the Retrieval of Suspended Sediment Concentrations in Taihu Lake from TM Images. Journal of Geographical Sciences, 2006, 16(4): 458-464.
CrossRef Google scholar
Halbouty M. T.. Application of Landsat Imagery to Petroleum and Mineral Exploration. AAPG Bulletin, 1976, 60(5): 745-793.
Heim R.. L`état Actuel Des Dévastations Forestières a Madagascar. Revues de Botanique Appliquée et d’Agriculture Tropicale, 1935, 15: 418-416.
Ingram J. C., Dawson T. P.. Climate Change Impacts and Vegetation Response on the Island of Madagascar. Philosophical Transactions of the Royal Society, 2005, 363: 55-59.
CrossRef Google scholar
Inzana J., Kusky T. M., Higgs G., . Supervised Classifications of Landsat TM Band Ratio Images and Landsat TM Band Ratio Image with Radar for Geological Interpretations of Central Madagascar. Journal of African Earth Sciences, 2003, 37: 59-72.
CrossRef Google scholar
Inzana, J., Kusky, T. M., Tucker, R., 2001. Comparison of TM Band Ratio Images, Supervised Classifications, and Merged TM and Radar Imagery for Structural Geology Interpretations of the Central Madagascar Highlands. Abstracts with Programs of American Society of Photogrammetry and Remote Sensing Annual Meeting. 34
Jarosz L.. Defining and Explaining Tropical Deforestation: Shifting Cultivation and Population Growth in Colonial Madagascar (1896–1940). Economic Geography, 1993, 69(4): 366-379.
CrossRef Google scholar
Kusky T. M.. Kusky T. M.. Madagascar. Encyclopedia of Earth Sciences, 2004, New York: Facts on File 528
Kusky T. M.. The Coast, Hazardous Interactions within the Coastal Zone, 2008, New York: Facts on File 176
Kusky T. M., Ramadan T. M.. Structural Controls on Neoproterozoic Mineralization in the South Eastern Desert, Egypt: An Integrated Field, Landsat TM, and SIRC/X SAR Approach. Journal of African Earth Sciences, 2002, 35: 107-121.
CrossRef Google scholar
Kusky T. M., Toraman E., Raharimahefa T.. The Great Rift Valley of Madagascar: An Extension of the Africa-Somali Diffusive Plate Boundary?. Gondwana Research, 2007, 11(4): 577-579.
CrossRef Google scholar
Kusky T. M., Toraman E., Raharimahefa T.. The Great Rift Valley of Madagascar: An Extension of the Africa-Somali Diffusive Plate Boundary?. Gondwana Research, 2007, 11(4): 577-579.
CrossRef Google scholar
Kusky, T. M., Toraman, E., Raharimahefa, T., et al., 2010. Active Tectonics of the Alaotra-Ankay Graben System, Madagascar: Possible Extension of Somalian-African Diffusive Plate Boundary? Gondwana Research, DOI: 10.1016/j.gr.2010.02.003
Lafond, L. R., 1967. Etudes Littorales et Estuariennes en Zone Intertropicale: [Dissertation]. Thèse de Doctorat d’Etat Faculté des Sciences, Orsay (in French)
Lebigre J. M.. Problématique Des Recherches Sur les Marais Maritimes de Madagascar en Vue de Leur Protection et de Leur Aménagement. Madagascar, Revue de Géographie, 1984, 44: 45-74.
Lebigre, J. M., 1990. Les Marais Maritimes du Gabon et de Madagascar, Livre I, Contribution Géographique à L’étude d’un Milieu Naturel Tropical Thèse de Doctorat d’Etat - Institut de Géographie Université de Bordeaux III (in French)
Lebigre J. M., Maurius C., Larque P.. Les Sols Des Marais Maritimes du Littoral Occidental Malgache. Cah. OROSTOM, Serie de Pedologie, 1989, XXV: 277-286.
Lee T., Richards J. A.. Piecewise Linear Classification Using Seniority Logic Committee Methods, with Application to Remote Sensing. Pattern Recognition, 1984, 17(4): 453-464.
CrossRef Google scholar
Li R. R., Kaufman Y. J., Gao B. C., . Remote Sensing of Suspended Sediments and Shallow Coastal Waters. IEEE Transactions on Geoscience and Remote Sensing, 2003, 41(3): 559-566.
CrossRef Google scholar
Lillesand M. T., Kiefer W. R.. Remote Sensing and Image Interpretation, 2000 4th Edition New York: John Wiley & Sons
Lillesand T. M., Kiefer R. W., Chipman J. W.. Remote Sensing and Image Interpretation, 2003 Fifth Edition New York: John Wiley & Sons Inc. 736
Ma J. W., Zhu Z., Yang W.. Recognition of Rock Types Using Band Ratio and Thermal Infrared Band of Landsat TM Images in Northern Hebei China. Journal of Chengdu Institute of Technology, 1998, 25: 22-27.
Ministère de l’Agriculture, de l’Elevage et de la Pêche (M.A.E.P.), 2003. Monograph about the Majunga or Mahajanga Region. M.A.E.P. (in French)
Morel A., Pirieur L.. Analysis of Variations in Ocean Color. Limnologie Océanographie, 1977, 22: 709-722.
CrossRef Google scholar
Mulder H., Idoe O.. Lavaka: The “Hole” Story. Analyses and Design of an Integrated Bio-physical and Socio-economic ESWC Management Approach to the Lavaka Phenomenon in Madagascar, 2004, Wageningen: Erosion and Soil and Water Conservation Group. Wageningen University
Nalovic, L., 1969. Étude Spectrographique des Eléments Traces et Leur Distribution Dans Quelques Types de Sols de Madagascar. Cah. ORSTOM. Série de Pédologie II, (16–31): 11–17 (in French)
Ouillon S., Douillet P., Andréfouet S.. Coupling Satellite Data with In Situ Measurements and Numerical Modeling to Study Fine Suspended Sediment Transport: A Study for the Lagoon of New Caledonia. Coral Reefs, 2004, 23(1): 109-122.
CrossRef Google scholar
Pierre, J. M., 1993. Les Mangroves de L’estuaire de la Betsiboka, Madagascar: Potentialités en Ressources Ligneuses et Perspectives D’une Gestion Communautaire, D.E.S.S Gestion des Systèmes Agro-Sylvo-Pastoraux en Zones Tropicales: [Dissertation]. Université Paris XII Val de Marne/UFR de Sciences (in French)
Rabarimanana M. H., Rahariason L. J. R., Chorowicz J.. Cartographie des Lavaka par Télédétection: Analyse des Facteurs et Gestion des Espaces Ruraux à Madagascar—Télédétection. Contemporary Publishing International, 2003, 3(2–4): 225-250.
Rabearisoa B., Elouard J. M., Ramanankasina E.. Biogéographie des Ecrevisses Malgache (Decapodia Parastacidae), Biogéographie de Madagascar, 1996, Paris: Editions de I’ORSTOM 559-562.
Raharijaona, R. L., Randrianarison, J., 1997. Facteurs Géologiques et Climatiques Influen?ant l’érosion en Lavaka et Ensablement des Rizières: le cas du massif d’Ambohitrandriampotsy du sud du lac Alaotra. In: H. Hurni et J. Ramamojisoa (réd.) IVè Conférence internationale de l’Association des Montagnes Africaines, 26 mai-1er juin 1997, Antananarivo. 159–172 (in French)
Rakotosoa N. C. N.. Typology and Study of Fresh Water Shrimps around Marovoay with the Aim of Shrimp Farming: [Dissertation], 2003, Madagascar: University of Antananarivo
Ramahandrisoa H. P.. Possibilities and Limits of Strengthening Rice Fields in the Betsiboka Region: [Dissertation], 1993, Antananarivo: University of Antananarivo
Riquier J.. Etudes sur les « Lavaka » Mémoires de l`Institut. Scientifique de Madagascar (Série D), 1954, 6: 169-189.
Riquier, J., 1957. Laterite and the Genesis of Laterite in Madagascar. 3eme Cong. PIOSA, Sect. D. 17–32 (in French)
Ritchie J. C., Cooper C. M.. Comparison on Measured Suspended Sediment Concentrations with Suspended Sediment Concentrations Estimated from Landsat MSS Data. International Journal of Remote Sensing, 1988, 9: 379-387.
CrossRef Google scholar
Roche M.. Hydrologie de Surface-ORSTOM, 1963, Paris: Gauthier-Villars édit.
Roche M., Rodier J. A.. Répertoire Mondial des Crues Maximales Observées. (Madagascar-Identification des Points D’observation et Caractéristiques des Bassins. Caractéristiques des Crues). ATH Spubl., 1984, 143: 297-298.
Rougerie M. G.. Les Lavaka Dans L’évolution des Versants à Madagascar. Bulletin de Géographie Français, 1965, 4: 15-28.
Segalen P.. Carte Pédologique de Reconnaissance au 1/200 000 Mitsinjo-Majunga, 1952, Paris: ORSTOM
Segalen P.. Contribution a la Connaisance de la Couleur des Sols a Hydroxides de la Zone Intertropicale: Sols Jaunes et Sols Rouges. Cah. ORSTOM. Série de Pédologie, 1969, 4(2): 225-237.
Seto K. C., Woodcock C. E., Song C., . Monitoring Land-Use Change in the Pearl River Delta Using Landsat TM. International Journal of Remote Sensing, 2002, 10: 1985-2004.
CrossRef Google scholar
Sultan M., Arvidson R. E., Sturchio N. C.. Mapping of Serpentinites in the Eastern Desert of Egypt Using Landsat Thematic Mapper Data. Geology, 1986, 14: 995-999.
CrossRef Google scholar
Sultan M., Arvidson R. E., Sturchio N. C.. Reply: Mapping of Serpentinites in the Eastern Desert of Egypt Using Landsat Thematic Mapper. Geology, 1987, 15(9): 874-875.
CrossRef Google scholar
Sultan M., Arvidson R. E., Sturchio N. C., . Lithologic Mapping in Arid Regions with Landsat Thematic Mapper Data: Meatiq Dome, Egypt. Geologic Society of America Bulletin, 1987, 99: 748-762.
CrossRef Google scholar
Tassan S.. The Effect of Dissolved “Yellow Substance” on the Quantitative Retrieval of Chlorophyll and Total Suspended Sediment Concentrations from Remote Measurements of Water Colour. International Journal of Remote Sensing, 1988, 9(4): 787-797.
CrossRef Google scholar
Volesky J. C., Stern R. J., Johnson P. R.. Geological Control of Massive Sulfide Mineralization in the Neoproterozoic Wadi Bidah Shear Zone, Southwestern Saudi Arabia, Inferences from Orbital Remote Sensing and Field Studies. Precambrian Research, 2003, 123: 235-247.
CrossRef Google scholar
Wells N. A., Andriamihaja B.. The Initiation and Growth of Gullies in Madagascar: Are Humans to Blame?. Geomorphology, 1993, 8: 1-46.
CrossRef Google scholar
Wells N. A., Andriamihaja B., Rakotovololona H. F. S.. Patterns of Development of Lavaka, Madagascar’s Unusual Gullies. Earth Surface Processes and Landforms, 1991, 16(3): 189-206.
CrossRef Google scholar
Zhu, X. G., 2001. Remote Sensing Monitoring of Coastline Change in Pearl River Estuary. The 22nd Asian Conference on Remote Sensing, Singapore

Accesses

Citations

Detail

Sections
Recommended

/