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Plant reproductive phenology and dispersal patterns after natural regeneration in a limestone mining spoil banks

Abstracts

Studies were carried out on the phenological patterns and dispersion of a plant community developed naturally after limestone mining operations, in accumulated materials of wastes (spoil banks). The objectives were to focus the seasonality of plant reproductive in a degraded environment; to analyze the community according to dispersal syndrome and to know about plant resources for the animals Monthly observations of flowering and fruiting patterns of the community were done, comparing the herbaceous, shrubs and woody species. Proportion of anemochorous and autochorous was higher in the herbaceous and shrubby strata. The zoochorous ones, on the contrary, were more frequent in the woody stratum. This study showed that natural introduction of the animals at the unreclaimed area, increased the chances for long time, of preserving the plant species since they are pollinated and dispersed their seeds.

Phenology; mining; Brazil; plant dispersal; herbivores; community


Estudaram-se os padrões fenológicos e dispersão em uma comunidade sucessional desenvolvida a partir de rejeitos de mineração de calcário. A comunidade vegetal era composta principalmente de indivíduos herbáceos e arbustivos, com algumas árvores esparsas. O estudo deu-se durante 2 anos (fevereiro de 1992 a julho de 1994), onde mensalmente os indivíduos foram observados e registrados a sua fenologia e os seus padrões de dispersão, a fim de observar os recursos disponíveis para a fauna local. O número de espécies nos diferentes estratos foi: 50 espécies herbáceas, 21 espécies arbustivas e 24 espécies arbóreas. A proporção de espécies anemocóricas e zoocórias foi maior nos estratos herbáceo e arbustivo. O padrão zoocórico foi mais freqüente no estrato arbóreo. O estudo mostrou que a introdução natural da fauna ocorre mesmo em áreas mineradas não recuperadas e, as chances desta comunidade se manter existem desde que as plantas sejam polinizadas e dispersas.


BIOLOGICAL AND APPLIED SCIENCES

Plant reproductive phenology and dispersal patterns after natural regeneration in a limestone mining spoil banks

Rita de Cássia Frenedozo* * Author for correspondence

UNICSUL; Rua Dr. Ussiel Cirilo, 225; 08060-070; São Paulo - SP - Brazil

ABSTRACT

Studies were carried out on the phenological patterns and dispersion of a plant community developed naturally after limestone mining operations, in accumulated materials of wastes (spoil banks). The objectives were to focus the seasonality of plant reproductive in a degraded environment; to analyze the community according to dispersal syndrome and to know about plant resources for the animals Monthly observations of flowering and fruiting patterns of the community were done, comparing the herbaceous, shrubs and woody species. Proportion of anemochorous and autochorous was higher in the herbaceous and shrubby strata. The zoochorous ones, on the contrary, were more frequent in the woody stratum. This study showed that natural introduction of the animals at the unreclaimed area, increased the chances for long time, of preserving the plant species since they are pollinated and dispersed their seeds.

Key words: Phenology, mining, Brazil, plant dispersal, herbivores, community

RESUMO

Estudaram-se os padrões fenológicos e dispersão em uma comunidade sucessional desenvolvida a partir de rejeitos de mineração de calcário. A comunidade vegetal era composta principalmente de indivíduos herbáceos e arbustivos, com algumas árvores esparsas. O estudo deu-se durante 2 anos (fevereiro de 1992 a julho de 1994), onde mensalmente os indivíduos foram observados e registrados a sua fenologia e os seus padrões de dispersão, a fim de observar os recursos disponíveis para a fauna local. O número de espécies nos diferentes estratos foi: 50 espécies herbáceas, 21 espécies arbustivas e 24 espécies arbóreas. A proporção de espécies anemocóricas e zoocórias foi maior nos estratos herbáceo e arbustivo. O padrão zoocórico foi mais freqüente no estrato arbóreo. O estudo mostrou que a introdução natural da fauna ocorre mesmo em áreas mineradas não recuperadas e, as chances desta comunidade se manter existem desde que as plantas sejam polinizadas e dispersas.

INTRODUCTION

Today, one of the major land uses and causes of deforestation in the tropics is the exploration by mining, which results drastic changes in the landscape. After exploration of a limestone mining, sometimes, may appear limited number of plant species producing a new ecosystem with low diversity (Soave, 1996). This may also result restricted land-use potential and low wildlife conservation value (Bradshaw, 1983; Griffith 1980; Roberts et al., 1981; Bradshaw, 1983; Lima, 1986; Chapin et al.,1994). In these cases, seed dispersal plays a critical role in the regeneration of most community by stimulating and attracting herbivores (Dirzo et al., 1992; Fort and Richards, 1998). It represents the source of feeding (pollen, fruit and seed) for the animals.

It is possible to expect a relationship between plant reproductive strategies and pattern of available of feed resources by frugivores in these new ecosystems (Soave, 1996). The degree of insulation may affect pollinators, pollination and seed output levels in plants (Lovejoy et al., 1986). Phenological studies contribute for understanding the regeneration and reproduction of plants, temporal organization of communities resources, plant-animal interactions and evolution of life history of the animals that depend on plants for feeding, like herbivores, pollinators and dispersers (Lieth, 1974; Frankie et al., 1974; Morellato and Leitão Filho, 1990). Phenology contributes to understanding about dispersal patches and relation fruit-frugivorous (Gentry, 1983; Fleming, 1992).

Some studies are suggested that synchronized flowering of different species could facilitate pollination through increase of resource density and local pollinator attraction (Thompson, 1982) or fruit dispersal mode (Janzen, 1971; 1974; Yap and Chan, 1990). The survival of fresh seed, the long-term survival of dormant seeds and transition from seed to seedling are important life history processes that may be influenced by animal dispersers and seed predators, as well as, the space-temporal variation in the abiotic environment (Horvitz and Schemske, 1994). When plant-animal interactions are established in mining area, it is possible that these communities support and survive in the new environment.

The lack of knowledge about the long-term development of these new ecosystems evolved from mining area is reflected in a poor understanding of management of degraded environments (Griffith, 1980; Lima, 1986; Soave, 1996). The aim of this study was: 1) to focus the seasonality of plant reproductive in a degraded environment whose community was naturally developed; 2) to analyze the community according to dispersal syndrome into vegetation strata (herbs, shrubs and trees); 3) to know about plant resources for the animals.

MATERIALS AND METHODS

This study was carried out in spoil banks evolved from limestone mining quarries at Rio Claro, State of São Paulo, Brazil. The research area lies in the sedimentary bedrock belonging to Irati Formation, mainly composed of limestone. The coordinates of the site are 22o 30'40''S and 47o35'W. The climate is Awa. The mining area in 1992, presented plants and soil chronosequence on the stripping spoils banks, ranging 1 to 40 years old of accumulation. The selection of spoils to be studied was based on general accessibility and freedom from possible human disturbance.

The flowering and fruiting patterns of the spoil banks species were analyzed from data obtained in the floristic survey carried out from August 1992 to July 1994. The botanical material at reproductive stage was collected with the walking-and-gathering method. The collected material was deposited at Herbarium Rioclarensis of Biosciences Institute of UNESP - Campus of Rio Claro, São Paulo, Brazil. During this period, phenological observations were made along the spoils that extended 2.000 m2 at the different strata of vegetation: trees, shrubs and herbs. At each 15 days, the species were observed and qualitative's related to flowering and fruiting periods: for example, a certain month, if at least one individual of a determined species was found producing fruits, the species was considered to be in its fruiting period.

Flowering was the period that included when flowers were open and apt to pollination. Fruiting included the initial, growth and mature fruit and presence to dispersers (Rathcke and Lacey, 1985). After the phenological studies, plants were grouped and classified according to their morphological criteria (dispersal patterns): anemochory, zoocory and autochory (Pijl, 1982). The flowering and fruiting periods were also related to climatic variations (temperature and precipitation) and propagules dispersion syndrome, comparing the herbaceous, shrubs and woody floras.

RESULTS

The climatic diagram (Fig. 1) was made according to Camargo (1983) which showed that the dry period of the year was between June and August, and the wet one between September and April during a period of ten years. Mean annual rainfall was 1506 mm.yr-1 and mean monthly temperature was 20,3o C. Coldest months are June and July and the hottest were January to March. Natural vegetation probably has been tropical forest (semidecidual forest), according data from IBGE (1977). Near the mining land, there were disturbed gallery forests along rivers and fragments of mountain forest. The gallery forest probably has been a source of propagules mainly of tree seeds. The mine flora was composed mainly (about 74%) of weed species, many of which were characteristic of agricultural areas (Lorenzi, 2000).


Lists of species that occurred in the limestone quarries during the period of 1992 to 1994 are presented in Tables 1, 2 and 3, respectively for herbaceous, shrubs and tree strata. Herbaceous and shrubby species were classified as ruderal ones, in accordance to Lorenzi (2000). During the floristic survey, they were sampled 95 plant species.

Herbaceous stratum was the most important and abundant in number of species in the quarries. Trees and shrubs were sparse and located in the spoils where profiles were more evolved and presented with meliorated physical and chemical properties, as could be seen in older quarries (Soave 1996). The proportion of flowering in herbaceous species was lower in August, increased from November to March, remaining high until March (Fig. 2). In herbaceous stratum, the flower production was more intense at the end of the rainy season, as can be seen for shrubs too. For the wood stratum, the major percentage of flowering species was during September to December, which represented the wet hot season, while the minimal number of species in flowering was in June-August, in dry cold season.


The fruit production (Fig. 3) presented similar pattern with the flower production. The peak of fruit production was in January (in the rainy season) and other peak in May (dry season). This factor was very important because it represented a source of food for animals during the seasons along the year. The plant species observed in the spoils were classified according to their dispersal pattern (Pijl,1982).


Fig. 4 shows the distribution of dispersal syndrome at different vegetation strata. Of the total plant species presented in the community, 38% were anemochorous, 27% were zoochorous, 24% autochorous and 11% weren't defined or observed. Of the total herbaceous (50) species, 46% were anemochorous, 28% autochorous, 20% zoochorous and 6% were not defined or observed in the field observations. For herbs, anemochorics syndrome dominated. In the shrubby ones, the dispersal was dominated by zoochory (about 35%), followed by 30% for anemochorics, 13% autochorics and 22 % of species whose mode of dispersal was not defined. Tree species presented 33% zoochorics, 24% autochorics, 14% anemochorics and 29%, dispersal pattern was not observed. Batalha and Mantovani (1996) found similar patterns in a reserve of cerrado at Santa Rita do Passa Quatro, State of São Paulo, Brazil.


Number of fruiting herbaceous species along the year is shown in Fig. 5. Presented data were average of two years from phenological observations. Fruiting period, for herbs, occurred all year long, but the most of species fruited during November to March, which corresponded to the warmer and weather climate. For the herbs, it was observed that anemochorics species produced fruits maximum in March, which corresponded to the beginning of the dry season of the region.


Fig. 6 presents the number of fruiting shrub species along the year. Shrub species fruited all year long, exception for zoochoric ones. With the anemochorics fruited during July to October, that corresponded to dry season with strong winds and decreased in august and increased again in September, persisting until December. During the season, the number of species that was found in fruiting was small, as P. lanatum and T. procumbens. Similar results were observed for the zoochorics and autochorics.


Shrubs showed peaks of fruiting mainly during December to March for all syndromes. During dry season (from March to August), zoochorics fruits were absent. This factor represented reduction in research for herbivores.

Tree species (Fig. 7) showed peaks of fruiting during August to October and a peak in December for anemochorics. During the study, some trees (4 species, about 15%) did not flower, probably due to age of the individuals and/or new conditions of the habitat. Spearman test showed that environmental factors have significant correlations with temperature and phenology (rs = 0.75, p<0.05 for flowering and rs = 0.877, p<0.05 for fruiting). For precipitation, the Spearman test showed similar results (rs = 0.74, p<0.05, for flowering and rs = 0.76, p<0.05 for fruiting).


DISCUSSION

The presence of weeds shrubs and other pioneer species is very important to facilitate the establishment and the growth of the woody species, because they provide micro-environmental conditions (Uhl et al.. 1991; Vieira et al., 1994; Silva et al.. 1996; Vieira and Silva, 1997). The colonizer species that appeared at limestone mining quarries had high establishment ability to invade disturbed environments and exhibited biological characteristics such as high dispersal capacity (for example, B. pilosa, B. dracunculifolia and E. sonchifolia). These weedy species are well adapted for the occupation of disturbed habitats and often have several life-history characteristics: rapid colonization of disturbed successional habitats, high reproductive rates, early and continuous reproduction and rapid somatic growth (Vieira and Silva, 1997). Some species had success in anthropogenic habitat by combining characteristics such as high survival potential in inhospitable sites, aggregated spatial dispersion, synchronic fruiting and effective dispersal of seeds (generally anemochorics). These species predominated mainly in Asteraceae and Poaceae.

Limestone mining area may be considered as a primary succession stage, where environmental conditions are limiting and some stress-tolerant species became established (Fort and Richards, 1998). A persistent deficiency of vegetation cover, as observed in some parts of the mining, may result from a lack of microsites suitable for seed entrapment, germination and growth. If seed was not limiting, as observed, the physical and chemical properties of the wastes played an important role, where pH was higher than 7.0 (Soave, 1996). Predominance of wind-dispersed on mining quarries was comparable to other sites of primary succession, as observed onto a volcanic debris avalanche, onto volcanic pyroclastic flows and in a desert playa (Fort and Richards, 1998). These small seeds, probably, would be expected to disperse during high winds. Although the climate data showed a little seasonality, the phenological results presented significant correlations between them, where environmental factors influenced the reproductive phenology of species. According to Borchert (1980), reproductive patterns and growth of tropical species were primarily determined by endogenous periodic processes and, in secondary plan, by adaptation to environmental changes. Aide et al. (1995) had considered in environment with a little pronounced seasonal climate, the plant phenology determinants included biotic selective forces as herbivores, predator, competitors, pollinators and dispersers.

Flowering occurrence was, mainly, during November and December months, corresponding to rainy season, as was found in other tropical forests (Sarmiento and Montasterio, 1983; Batalha and Mantovani, 2000). This behavior was found in other Brazilian forests (Morita et al.. 1982; Costa et al.. 1992), although during dry season flowering in many herbaceous and shrub species was observed (Janzen, 1967; Araujo,1970). Pollination have a fundamental role in regulating the time of flowering species. Seasonal movements of varying spatial magnitudes are common in frugivores and nectarivores. According to Fleming (1992), in the tropics, habitat shifts generally involved movements among habitats along succession gradients. Other factors, including microclimatic constraints and nest requirements can also influence these movements.

Fruiting was seasonal with 2 peaks of higher availability: first one in the beginning of dry and the second in wet season. Many authors found similar results (Dalponte and Lima, 1999, Sakai et al.,1999). These species may guarantee food resources to the herbivores. Continuous production of dispersed fruits, as appearance of the fauna, is associated with a strategy to maintain of resources for dispersers of seeds (Snow, 1965; Hilty, 1980; Talora and Morellato, 2000). By their activity, herbivores create and modify much of the spatial heterogeneity that is so important in the dynamics of all species in a community (Crawley, 1983; Hunter, 1992).

After development of the first shrub species, they constituted a resting-place, especially for little birds that eat fruits and little seeds or nesting. These birds, by ingesting seeds and/or fruits, can eliminate them through faeces to other sites. These seeds were benefited by shading from grasses and other shrubs species (example, B. dracunculifolia). Natural introduction of the animals at the unreclaimed area, increase the chances, at longtime, the perseverance of plant species since they are pollinated and dispersed their seeds.

Received: January 25, 2002

Revised: January 09, 2003

Accepted: June 30, 2003

  • Aide, T. M.; Zimmerman, J. K.; Herrara, L. and Rosario, M. (1995), Forest recovery in abandoned tropical pastures in Puerto Rico. For. Ecol. Manage, 77, 77-86.
  • Araujo, V. C. (1970), Fenologia de essências florestais amazônicas I. Boletim do INPA, 4, 1-25.
  • Batalha, M.A. and Mantovani, W. (2000), Reproductive phenological patterns of cerrado plant species at the Pé-de-Gigante Reserve (Santa Rita do Passa Quatro, SP, Brazil): a comparison between the herbaceous and woody floras. Rev.Bras.Biol, 60, 1-12.
  • Borchert, R. (1980), Phenology and ecophysiology of tropical trees: Erythrina poeppigiana O. F. Cook. Ecology, 61, 1065-1074.
  • Borchert, R. (1983), Phenology and control of flowering in tropical trees. Biotropica, 15, 81-89.
  • Bradshaw, A. D. (1983), Reconstruction of ecosystem. Journal of Applied Ecology, 20, 1-17.
  • Camargo, A. P. (1983), Balanço hídrico no Estado de São Paulo. Bol. Inst. Agro. de Campinas, 116
  • Costa, M. L. M. N.; Pereira, T. S. and Andrade, A. C. S. (1992), Fenologia de algumas espécies de Mata Atlântica, Reserva Ecológica de Macaé de Cima. I. Estudo preliminar. Rev. Inst. Florestal, 4, 226-232.
  • Dalponte, J. C. and Lima, E. S. (1999), Disponibilidade de frutos e a dieta de Lycalopex vetulus (Carnívora - Canidae) em um cerrado de Mato Grosso, Brasil. Revta. brasil. Bot, 22, 325-332.
  • Dirzo, R.; Horvitz, C. C.; Quevedo, H. and López, M. A. (1992), The effects of gap age and size on the understorey herb community of a tropical Mexican rain forest. Journal of Ecology, 80, 809-822.
  • Fleming, T. H. (1992), How do fruit-and-nectar feeding birds and mammals track their food resources? In: Hunter, M. D.; Ohgushi, T. and Price, P. W. (1992), Effects of resource distribution on animal-plant interactions. London : Academic Press. pp. 355-391.
  • Fort, K. P. and Richards, J. H. (1998), Does seed dispersal limit initiation of primary succession in desert playas? American Journal of Botany, 85, 1722-1731.
  • Frankie, G. W.; Baker, H. G. and Opler, P. A. (1974), Comparative phenological studies of trees in tropical lowland wet and dry forest sites of Costa Rica. Journal of .Ecology, 62, 881-913.
  • Gentry, A. H. (1983), Neotropical floristic diversity. Ann. Mo. Botanical Garden, 69, 557-593.
  • Gentry, A. H. and Emmons, L. H. (1987), Geographical variation in fertility, phenology and composition of the understory of Neotropical Forests. Biotropica, 19, 216-227.
  • Griffith, J. J. (1980), Recuperação conservacionista de superfícies mineradas: uma revisão da literatura. Universidade Federal de Viçosa, Bol. Técnico, 2
  • Herrera, C. M. (1985), Variations in mutualisms: the spatio-temporal mosaic of a pollinator assemblage. Biological Journal of the Linnean Society, 35, 9-125.
  • Hilty, S. L. (1980), Flowering and fruiting periodicity in a premontane rain Forest in pacific Colombia. Biotropica, 12, 292-306.
  • Hunter, M. D.; Ohgushi, T. and Price, P. W. (1992), Effects of resource distribution on animal-plant interactions London : Academic Press. 505 pp.
  • IBGE (1977), Geografia do Brasil: Região Sudeste.
  • Janzen, D. H. (1967), Synchronization of sexual reproduction of trees within the dry season in Central America. Evolution, 21, 620-637.
  • Janzen, D. H. (1971), Seed predation by animals. Annual Review of Ecology and Systematics, 2, 465-469.
  • Janzen, D. H. (1974), Tropical blackwater rivers, animals and mast flowering by the Dypterocarpaceae. Biotropica, 6, 69-103.
  • Köppen, W. (1948), Climatologia México : Fondo de Cultura Económica.
  • Lieth, H. (1974), Phenology and seasonality modeling Berlin : Springer-Verlag.
  • Lima, M. A. (1986), Decomposição e humificação de uma gramínea (Mellinis minutiflora Beauv.) e de uma leguminosa (Crotalaria incana L.) em rejeito de mineração de calcário e solo circunvizinho Dissertação de Mestrado, I. B., UNESP - Campus de Rio Claro, Rio Claro-SP.
  • Lorenzi, H. (2000), Plantas daninhas do Brasil: terrestres, aquáticas, parasitas, tóxicas e medicinais Nova Odessa : Plantarum.
  • Lovejoy, T. E.; Bierregaard, R. O.; Rylands, A. B.; Malcon, J. R.; Quintela, C. E.; Harper, L. H.; Brown, K. S.; Powell, A. H.; Powell, G. V. N.; Schubart, H. O. and Hays, M. B. (1986), Edge and other effects of isolation on Amazon forest fragments. In: Conservation Ecology: the science of scarcity and diversity (ME Soulé Ed.). Massachusets : Sinauer Press. pp. 257-285.
  • Marinho Filho, J. (1991). The coexistence of two frugivorous bat species and the phenology of their food plants in Brazil. Journal of Tropical Ecology, 7, 59-67.
  • Morellato, L. P. C. and Leitão Filho, H. F. (1990), Estratégias fenológicas de espécies arbóreas em floresta mesófila na Serra do Japi, Jundiaí, SP. Revta. Brasil. Biol, 50, 163-173.
  • Mori, S. A.; Lisboa, G. and Kallunski, J. A. (1982), Fenologia de uma mata higrófila sul-baiana. Rev Theobroma, 12, 217-230.
  • Pijl, van der L. (1982), Principles of dispersal in higher plants 2nd ed. Berlin : Springer Verlag.
  • Rathcke, B. and Lacey, E. P. (1985), Phenological patterns of terrestrial plants. Annual Review of Ecology and Systematics, 16, 179-214.
  • Richardson, J. A. (1987), Establishing trees and shrubs on magnesian limestone waste. Journal of Environmental Management, 24, 157-167.
  • Roberts, R. D.; Marrs, R. H.; Skeffington, R. A. and Bradshaw, A. D. (1981), Ecosystem development on naturally-colonized china clay wastes. 1 - Vegetation changes and overall accumulation of organic matter and nutrients. Journal of Ecology, 69, 153-161.
  • Sakai, S.; Momose, K.; Yumoto, T.; Nagamitsu, T.; Nagamasu, H.; Hamid, A. A. and Nakashizuka, T. (1999), Plant reproductive phenology over four years including an episode of general flowering in a lowland dipterocarp forest, Sarawak, Malaysia. American Journal of Botany, 86, 1414-1436.
  • Sarmiento, G and Monasterio, M. (1983), Life forms and phenology. In: Goodall, D. W. (ed.). Ecosystems of the world - tropical savannas. Amsterdan : Elsevier. pp. 79-108.
  • Silva, J. M. C.; Uhl, C. and Murray, G. (1996), Plant succession, landscape management and the ecology of frugivorous birds in abandoned pastures. Conservation Biology, 10, 491-503.
  • Snow, D. W. (1965), A possible selective factor in the evolution of fruiting seasons in tropical Forest. Oikos, 15, 274-281.
  • Soave, R. C. F. (1996), Aspectos ambientais de mineração de calcário no município de Rio Claro, Estado de São Paulo: avaliação da recuperação natural do solo e da vegetação Tese de Doutorado, UNESP - Campus de Rio Claro. Rio Claro, SP, Brasil.
  • Talora, D. C. and Morellato, P. C. (2000), Fenologia de espécies arbóreas em floresta de planície litorânea do sudeste do Brasil. Revta. brasil. Bot, 23, 13-26.
  • Thompson, J. D. (1982), Patterns of visitation by animal pollinators. Oikos, 39, 241-250.
  • Uhl, C.; Nepstad, D.; Silva, J. M. C. and Vieira, I. C. G. (1991), Restauração da floresta em pastagens degradadas. Ciência Hoje, 13, 23-31.
  • Vieira, I. C. G. and Silva, J. M. C. (1997), Phenology, fruit set and dispersal of Cordia multispicata Cham., an important weed shrub of abandoned pastures in eastern Amazonia. Rev. Bras. Bot, 20, 51-56.
  • Vieira, I. C. G.; Uhl, C. and Nepstad, D. C. (1994), The role of the shrub Cordia multispicata Cham. As a "succession facilitator" in an abandoned pasture, Paragominas, Amazônia. Vegetatio, 115, 91-99.
  • Wilson, M. F.; Irvine, A. K. and Walsh, N. G. (1989), Vertebrate dispersal syndromes in some Australian and New Zealand plant communities with geographic comparisons. Biotropica, 21, 133-147.
  • Yap, S. K. and Chan, T (1990), Phenological behavior of some Shorea species in peninsular Malaysia. In: Bawa, K. S. and Hadley, M. (eds.). Reproductive ecology of tropical forest plants Jakarta, Indonesia : Unesco. pp. 305-317.
  • *
    Author for correspondence
  • Publication Dates

    • Publication in this collection
      06 July 2004
    • Date of issue
      June 2004

    History

    • Accepted
      30 June 2003
    • Reviewed
      09 Jan 2003
    • Received
      25 Jan 2002
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