Keywords

1 Introduction

The entire Amazon watershed (sensu lato: 8, one million km2) includes 22 main tributaries, covering Bolivia, Brazil, Colombia, Ecuador, Peru, and Venezuela (including Amazon sensu stricto, Guayana Shield pro parte, Andean foothills and Gurupí basin; sensu ter Steege et al. 2013; Antonelli et al. 2018). These regions are home to a great diversity of ecosystems and to nearly 40% of the world’s tropical vegetation, with more than 50,000 plant species (Prance 2001; Morley 2011). The number of tree species inside the Amazon basin has been the subject of continuous debate during the last two decades (Hubbell et al. 2008; ter Steege et al. 2016, 2019a). Based on a comprehensive database of 1946 forest plots with up-to-date taxonomy, the most recent estimate is that over 15,000 tree species are expected to occur in Amazonia (ter Steege et al. 2020). In the exceptionally diverse Amazonian forests, between 1.4% (227 ssp.) and 4.03% (654 ssp.) of the tree species are extremely common and make up 50% of all trees over 10 cm DBH. This subset of disproportionately common trees has been dubbed the hyperdominants (ter Steege et al. 2013; Draper et al. 2021). The increase of hyperdominants is the result of a larger set of plots: for the first time, 1240 small 0.1 ha plots (that included all individuals with a minimum DBH cut-off of 2.5 cm) were assembled in a study that examined tree dominance across forest strata, from the understory to the tallest canopy, and emergent layers as well (Draper et al. 2021). These authors also found that although species belonging to a range of phylogenetically dispersed lineages have become hyperdominant in small size classes, hyperdominants in large size classes are restricted to a few lineages. In addition, some of the hyperdominants that dominate large forest areas are tree, treelet, and palm species with some evidence of domestication, especially in locations near archeological sites (Levis et al. 2017; Montoya et al. 2020). Moreover, the distribution range of only a few Amazonian tree species extends across the entire Amazon basin, while most tree species have restricted geographic coverage (Kristiansen et al. 2009).

A similar imbalance is observed in species-to-genus ratios: over half of all Amazonian tree species belong to genera with 100 or more species, while the majority of genera have ten or fewer species (Gentry 1993; Dexter and Chave 2016; ter Steege et al. 2019a).

Currently, there is a relatively good understanding of the structure and floristic composition of the forests in the Amazon basin, mainly the forests located in the western sector of the basin and in the Andes foothills (for reviews, see Pitman et al. 2008; Tuomisto et al. 2016, 2019; Alvez-Valles et al. 2018; Silva-Souza and Souza 2020).

Among the main rivers of the Amazon watersheds, the Rio Negro is remarkable: it is the second largest tributary of the Amazon river and the largest blackwater river in the world (Latrubesse and Stevaux 2015; Marengo et al. 2016). Its basin, together with the Amazon delta represents the wettest section of Amazonia (Espinoza et al. 2009; Nascimento et al. 2019). Rio Negro is the name that the Guainía river takes at its confluence with the Casiquiare channel. The botanical exploration of the Rio Negro basin was summarized in Huber and Wurdack (1984), Huber (1995a), Aymard et al. (2016), ter Steege et al. (2016), and in Appendix 3.2.

Here we present a phytosociological analysis of the forests in the upper Rio Negro (north-western Amazon) and adjacent south-western Orinoco basins, including terra-firme forests growing on clay soils, Amazonian white-sand forests, and flooded areas that occur along black, white, and clear-water rivers. This phytosociological classification provides vegetation information organized in hierarchical units to analyze and explain the floristic composition, vegetation structure, and diversity of the forests, as well as their relationship with environmental conditions, hitherto not presented in more conventional studies.

2 General Features of the Study Area

The study focuses on the Rio Negro (northern/north-western Amazon basin) and part of the adjacent south-western Orinoco basins. This region comprises the south-west of the Amazonas state of Venezuela, the south-east of the Guainía and Vaupés departments of Colombia, and the Roraima and north-west portion of the Amazonas states of Brazil. The Rio Negro basin has an area of ca. 750,652 km2 and a combined river length of ca 1600 km (Arellano-Peña et al. 2019). The two largest freshwater archipelagoes (Mariuá and Anavilhanas, with ca. 1200 and 400 islands, respectively), which also include the largest flooded igapó forest systems in the world with a highly diverse fauna (Latrubesse and Stevaux 2015), are located in the middle and lower portions of this river. Furthermore, in its upper course, the Rio Negro has the longest set of river rapids of the Amazon basin (ca. 16 km long, in São Gabriel de Cachoeira, Amazonas state, Brazil). This river originates in the headwaters of the Guianía river in Colombia, flows southward into north-western Brazil, and turns eastward north of the municipality of São Gabriel da Cachoeira, where it receives the waters of the Xié, Isana, and Vaupés rivers. It then continues in an east-south-east direction until it flows into the Solimões river, near Manaus (Brazil), together forming the main body of the Amazon river.

The geographic boundaries of the Rio Negro basin are defined in the north by the drainage divide that separates its watershed from the Guaviare, upper Atabapo, and Orinoco rivers; in the west by the upper watersheds of the Guainía and Vaupés rivers; to the south by the junction of the Japurá river with the Solimões river; and in the east by the southern foothills of the Guayana Shield drained primarily by the Rio Branco. The Serranía de la Neblina (Cerro de La Neblina: 2992 m and Pico de Neblina 3014 m), which divides Brazil from southern Venezuela, located in the Rio Negro basin, is part of the Guayana Shield highlands known as Tepuis (Huber 1987). The Serranía de la Neblina is formed by ancient rocks of the Serra dos Surucucus formation (1046 m) (Santos et al. 2003) and is rich in endemic species and unique habitats (Riina et al. 2019). The basin also holds other important ancient highlands such as: Serra da Aracá (ca. 2000 m), Serra de Curicuriari (1400 m, also known as Serra da Bela Adormecida), Serra do Pirapucu (2134 m), Pico Rondon (1189 m) in the Brazilian state of Amazonas; Serra do Apiaú (1222), Serra da Lua (532 m), and Serra do Tepequém (595 m) in Roraima state (Brazil); the Serranía de Naquén (ca. 900 m) which divides Brazil from southern Colombia and the Kanuku Mountains (1067 m) in southwestern Guyana; the Aracamuni and Avispa massifs (with a maximum elevation ca. 1600 m) in Southern Venezuela; and Pico Tamacuari (2349 m) in Sierra Curupira and SierraTapirapecó along the Brazilian-Venezuelan border (Huber 1995b).

The average annual rainfall in the Rio Negro basin varies between 3000 and 4095 mm (Espinoza et al. 2009), with the highest values in the upper stretch (≥ 3600 mm) and 0–2 months with less than 100 mm precipitation. Mean annual temperature fluctuates between 26 and 32 °C.

The upper Rio Negro and part of the adjacent south-western Orinoco region have a dense fluvial network, composed of numerous rivers the waters of which flow into the Amazon and Orinoco rivers (Goulding et al. 1988). The system is connected with the Orinoco basin through the Casiquiare channel (Fig. 3.1). The latter establishes a permanent water connection between the drainage basins of the Amazon and Orinoco (Stokes et al. 2018). The Rio Negro watershed is characterized predominantly by blackwater tributaries that originate from habitats encompassing large areas covered by white-sand soils, formed from the erosion of Precambrian Guayana Shield rocks (Klinge 1965, 1967; Junk et al. 2011). However, the Rio Branco is the exception, as it is the largest white water tributary of the Rio Negro basin. In contrast, the Orinoco basin distinguishes itself by having primarily clear and white water tributaries that drain Tertiary sediments of the Andes and the strongly weathered soils on the Guayana Shield (Ríos-Villamizar et al. 2020). The middle Orinoco river basin does have a few minor black water tributaries, such as the Atabapo, Inírida (vía the Guaviare), Ucata, and Sipapo rivers, among others, and a major one in its lower course, the Caroní river.

Fig. 3.1
A photo of the Casiquiare channel and river Guianía.

Junction of the Casiquiare channel with river Guianía, Colombia and Venezuela borders; photograph by Gerardo A Aymard C

The basins show considerable variation in floristic composition and forest structure along local and regional environmental gradients. According to previous studies, such variation is strongly correlated with geomorphology, soils, geology, drainage, and climate (Rodrigues 1961; Takeuchi 1961, 1962a, 1962b, 1962c; Klinge et al. 1977; Anderson 1981; Klinge and Herrera 1983; Salamanca 1983; Medina et al. 1990; Ballesteros 1995; Schargel et al. 2000; Córdoba and Etter 2001; Boubli 2002; Rudas et al. 2002; Aymard et al. 2009; Stropp et al. 2011; Pombo de Souza 2012). The region also comprises a large, low-altitude peneplain of ca 165,000 km2, where hydromorphic Spodosols and Quartzipsamments are very frequent (Dubroeucq and Volkoff 1998; Schargel et al. 2000; Schargel and Marvez 2009). The peneplain landscape comprises a mosaic of unique vegetation types, particularly sclerophyllous forests on oligotrophic and acid soils, known as “caatinga Amazónica” (Colombia, Venezuela), “caatinga Amazónica baja,” “bosques de arena blanca” (Colombia), “campinarana forestada,” “campina alta” (Brazil), “varillales” (Colombia, Perú), “tastaboa” in Tucano, “parabcoha” in Desano (Ballesteros 1995), and “hamáliani” in Baniwa languages (Abraão et al. 2009).

The peneplain landscape also harbors small to extensive areas of savannas, shrubby savannas, and scrublands growing on white sands (Huber 1995c; Lleras 1997), locally called “caatinga gapó” by the natives of the upper Rio Negro (Spruce 1908), “sabanas de arena blanca,” “banas” (Klinge and Medina 1979), or low campinas, and further south “campina de solo arenoso” (Anderson 1981), “campinarana arbustiva” (Lisbôa 1975) or “campinarana graminea lenhosa” (Pombo de Souza 2012). A similar type of vegetation also occurs as far south as the Peruvian Amazon in the Jenaro Herrera district and the Allpahuayo-Mishana Reserve near Iquitos, where these plant communities are known as “varillales” and “chamizales” (Fine et al. 2010), as “varillales” in Leticia, Amazonas department in Colombia (Peñuela 2014), “muri bush” in Guyana (Richards 1952), and also in southern Brazil (Acre and Rondônia states), where they are known as “Chapada de Parecis” (Prance 2001).

The Rio Negro white-sand caatinga forests or campinaranas are not uniform in terms of floristic composition. Different white-sand forest types have been described and are summarized in Table 3.1. In addition, these white-sand forests are established through an ecological and floristic transition between terra-firme forests commonly found on peneplain red-yellow clay soils, and flooded forest communities on alluvial plains called igapó and varzéa (Prance 1980; Kubitzki 1989; Aymard et al. 2009; Wittmann et al. 2017; Luize et al. 2018). Chapters 5 and 6 in this book complement the results of the present chapter, as they describe the pattern of forest cover distribution within the Amazonas state in Venezuela.

Table 3.1 Characteristic tree species per locations

3 Materials and Methods

3.1 Tree Inventory Data

The inventory data used in this study include all Angiosperm treelets and trees with diameter at breast height (DBH) ≥ 2.5 cm. The dataset contains 1368 species identified in inventory samples that were established across 226 localities (Appendices 3.1, 3.2, and Fig. 3.2; this information is available at the following link: https://1drv.ms/f/s!AsgLjs_JMencgZsGYB0kltyDnwkiIg

Fig. 3.2
A map of the Rio Negro basin with parts labeled for associations 1 to 7, undefined associations, and alliance 5.

Location of the study plots in the Rio Negro basin of Brazil, Colombia, Guyana and Venezuela (blue area) and the Orinoco basin of Colombia and Venezuela (light green area). A high-resolution image is found in the following link: https://1drv.ms/f/s!AsgLjs_JMencgZsGYB0kltyDnwkiIg

The subset of 1368 species was selected from a database that includes 49,116 individuals and 2877 species and morphospecies; 1509 taxa were eliminated due to either too low representation in the region or difficulties in obtaining a good taxonomical resolution.

In Colombia, plots were located in Guainía (127), Guaviare (20), Vaupés (7), Amazonas (4), and Vichada (3) departments. In Venezuela, plots were concentrated in the Amazonas state (42) and, in Brazil, plots were located in the state of Amazonas (23) along the banks of the Rio Negro.

The tree identification names and taxonomic nomenclature were standardized and updated, using a dynamic list of Amazonian tree species (ter Steege et al. 2019 onward: http://atdn.myspecies.info/node/2466).

All maps were based on the reflectance data of a LANDSAT 5, 7, and 8 mosaic (58 tiles), and produced using a combination of supervised interpretation techniques. The final composition was built with algorithms from the software packages Octave (version 5.2.0; https://www.gnu.org/software/octave/) and Grass (version 7.8.2; https://grass.osgeo.org/). Using satellite mosaic classification and an artificial neural network, vegetation reflectance in areas without available plots was matched with the reflectance of plant communities already detected and identified in this study. Areas with unidentified vegetation types resulted from the lack of both plots and correlation with a known reflectance signal (Fig. 3.5).

Variation in floristic composition and forest structure across physical variables such as geomorphology, soils, geology, drainage, and climate were interpreted in the framework of previous studies including Schargel et al. (2000), Schargel and Marvez (2009), Quesada et al. (2011), IGAC (2014, 2018), and Zinck (Chaps. 6 and 7 this book).

3.2 Phytosociological Analysis

Information on species and field data was stored and managed using Microsoft Excel. The aboveground biomass for all species was calculated using a raw field and estimated data set with the Chave et al. (2005) allometric formula. Artificial neuronal networks (ANN) were employed to find some missing values of DBH (diameter at breast height), tree height, and wood density. Based on 11,100 complete tuple records (DBH, height, wood density; in a matrix m×n a tuple refers to a set of data in a complete row mi), a new matrix was constructed incorporating 39,211 new records (no tuples). The ANN outcomes showed a good fit for the missing values related to the known and raw field data behavior (Haykin 2009; Arellano-Peña and Rangel-Ch. 2015). According to the correlation coefficients (R), the R training describes the behavior between the existing variables within two matrices. The main matrix (X) has several columns that hold integer type data, where every number represents the classification of different taxa levels, besides some known vegetation variables (double type data) such as height and wood density.

In contrast, the second matrix (Y) has the known values of the dependent variables such as DBH. It is essential to emphasize the possibility of setting different configurations. As a consequence of the learning process with ANN, the training phase registered R values between 0.812 and 0.994. The R validation aims to compare some known and observed results within the model with some predicted results. The R values fluctuated between 0.792 and 0.994. The R test value proves the behavior of the predicted variables, their fit to the model with values between 0.805 and 0.994, and the whole process with R between 0.808 and 0.994; these results validate the ability of the model to estimate missing values (Fig. 3.3).

Fig. 3.3
12 scatterplots with values for data, fit, and Y=T. Row 1 plot output equals 0.66 with target +4.1 versus target, with increasing plots. Row 2 plot output = 0.65 with target+ 4.1 versus target with increasing plots. Rows 3 and 4 plot output=0.99 with target +0.0032 and target +0.0031 versus target.

Estimation of missing values of DBH, height, and wood density using artificial neuronal network (ANN)

The plot data were analyzed using two-way indicator species analysis (TWINSPAN) (Hill 1979). The latter was carried out using PC-ORD Multivariate Analysis of Ecological Data for Windows, version 7.0 (McCune and Mefford 2016). TWINSPAN reveals clusters or groupings of plots similar in terms of species composition. Such clusters can indicate associations of tree communities or sub-communities.

The resulting TWINSPAN was interpreted in terms of syntaxonomical classification of the vegetation, based on floristic affinities, according to the Zürich-Montpellier approach (Braun-Blanquet 1979; Westhoff and van der Maarel 1973). TWINSPSAN classifies species and samples in a way that approaches the results of a Braun-Blanquet vegetation table. This was used to build a key to the classification of the samples by identifying one to several species, which were particularly diagnostic of each division in the classification. The pseudo-species analysis cuts were carried out in TWINSPAN with five levels or intervals. Five plots were chosen as the minimum group size for division, and five species as the maximum number of indicators per division.

4 Results

TWINSPAN produced five levels and established 21 indicator species. These species classify the samples and plots under a unique class (two main orders, with five alliances, seven associations, and a larger group integrated by several indeterminate associations) (Figs. 3.4 and 3.5). The results of this phytosociological classification divided the forests into three main pedobiomes that occur in the study area. These pedobiomes reflect three forest types associated with different substrates and floristic and structure differences: the Amazonian caatinga (campinarana) on well-drained sandy soils on slightly higher peneplain surfaces, the tall terra-firme forests on deep well-drained clay soils, and forests in alluvial plains on soils with water-logging at different depths. Soil features (e.g., drainage, very low water retention capacity, and nutrient availability in lesser degree), and types of water are the factors that split the forests into three main pedobiomes in the study area. The influence of these factors is reflected in the floristic and structure differences among Amazonian caatinga, terra-firme forests, and forests in alluvial plains.

Fig. 3.4
A dendrogram where the class is divided into Orden 1 and 2. Orden 1 has alliances 1, 2, and 3 with associations 1 to 6. Orden 2 has an alliance 4 which is divided into large groups of undefined associations and associations 7, and alliance 5 with undefined associations.

Dendrogram showing TWINSPAN classification of species (eigenvalues numbers in normal text)

Fig. 3.5
A map of upper Rio Negro and Orinoco basins. The regions mark orders 1 and 2 with their respective alliances and associations. The color codes also mark the forest coverage, deforestation, and non-forest coverages that were not considered in this contribution savannahs and Guayana-shield outcrops.

Map of the study region showing the phytosociological groups in the upper Rio Negro and Orinoco basins. A high-resolution imagen is found in the following link: https://1drv.ms/f/s!AsgLjs_JMencgZsGYB0kltyDnwkiIg

4.1 Phytosociological Classification

The procedure defined the phytosociological class Eperuo leucanthae—Eperuetea purpureae from which the first division level distinguished two orders.

4.1.1 Order I

The first order (Parahancornio surrogatae-Aldinion latifoliae) is composed of communities strongly associated with blackwater drainage (i.e., tall caatinga (campinarana) forest and Micrandra spruceana, Monopteryx uaucu, and Erisma japura forests), with the following indicator species: Hevea guianensis, Eperua purpurea, Mucoa duckei, Monopteryx uaucu, Oenocarpus batatua, Pouteria cuspidata, Caraipa longipedicellata, Calophylum brasiliense, Iryanthera elliptica, and Aldina kunhardtiana. This order was separated at the second level by alliance II with the indicator species Parahancarnia surrogata and Aldina latifolia. At the third level, alliance I was split into association I (Aldina latifolia, Terminalia ochroprumna, Swartzia sericea, Pachira nitida) and association II (Caraipa longipedicellata, Micrandra sprucei, Compsoneura debilis, Cyrilla recemiflora).

Association I also includes the flooded forest communities on blackwater floodplains, called igapó (Figs. 3.6 and 3.7) by Ducke (1954), Prance (1980), and Kubitzki (1989). In the Rio Negro region, about 119,000 km2 of the basin are covered by igapó with forest coverage >85% (Householder et al. 2021). The same authors are in agreement with the general hypothesis that the flood duration gradient is a major environmental driver of compositional turnover in floodplain forests, even among distant sites. This implies that species ecological distributions along the flood duration gradient are predictable and unlikely to be geographically distinctive between sites (Householder et al. 2021). The igapó in the Rio Negro also contains unique large areas made up of medium high trees with small dark leaves, very different from the exuberant Amazonian vegetation, even from the igapò forests. These communities are known as “boyales” or “selvas de boya” in Colombia and Venezuela (Vareschi 1963) and “formações do Molongó” in Brazil (Ducke 1938). “Boyales” are abundant in flooded areas of the northern Rio Negro basin in Colombia and Venezuela, and extend south to the river Urubú in Brazil (Ducke 1944). In general, they are made up of numerous small trees with extremely light wood (mainly at the base of the trunks), adapted to the blackwater habitats (Mägdefrau and Wutz 1961; Berry and Wiedenhoeft 2004). The unique ecological characteristics of the “boyales” make their flora predominantly endemic (e.g., Anaxagorea inundata, Malouetia molongo, Micrandra inundata, Pouteria pimichinensis), and well adapted to the extreme conditions of annual flooding (Fig. 3.8). These communities are dominated by taxa from Annonaceae, Apocynaceae, Malvaceae, and Euphorbiaceae (Aymard et al. 1989). This kind of vegetation represents unique and large riparian communities in the north-western Amazon basin and part of the Orinoquia (Romero-G et al. 2019). Nonetheless, recent studies and reviews of the vegetation associated with the rivers of both basins make no mention of “boyales” or “formações do Molongó” (Wittmann et al. 2017; Luize et al. 2018; Householder et al. 2021).

Fig. 3.6
A photo of the Rio Negro basin.

Rio Negro basin: igapó forest; upper Cuy(i)ari river, Guianía department, Colombia; photograph by Jorge L. Contreras, ©Ciprogress Greenlife

Fig. 3.7
Photograph A depicts the Rio Negro basin. Photograph B depicts the Guianía River.

Rio Negro basin: igapó forest; (a) “Caño Emeri,” San Miguel river basin, sector “Pajaral,” Amazonas state, Venezuela; photograph by Gustavo A. Romero-González; (b) upper Guianía river, Guianía department, Colombia; photograph by Adela Lozano, ©Ciprogress Greenlife

Fig. 3.8
A photo of the Atabapo River with vegetation on the side. A man is standing on the ground adjacent to it.

Boyales dominated by Molongum laxum (Benth.) Pichon (Apocynaceae) in floodplain of the Atabapo river, Venezuela; photograph by Gustavo A. Romero-González

The third level also recognized alliance II (Clathrotropis glaucophylla, Eperua leucantha, Micrandra sprucei, Oenocarpus bataua) and association III (Macrolobium limbatum, Micrandra elata, M. sprucei, and Mucua duckei). The fourth level produced alliance III (Eperua leucantha, E. purpurea, Hevea guianensis, Monopteryx uaucu, Virola michelii) and association IV (Eperua purpurea, Oenocarpus bataua). The fifth level divided the rest of alliance III in associations V (Aldina heterophylla, E. leucantha) and VI (Eperua purpurea, Erisma japura). Association VI harbors the forests dominated by E. purpurea, a soil generalist species (Aymard et al. 2009), known as “aceitón” in Colombia, “copaibarama” in Brazil, “yevaro” in Venezuela, and “waapa” in Kuripako language (A. Calero-Cayopare, pers. com).

4.1.2 Order II

The second order (Goupio glabrae—Minquartiion guianensis) corresponds to forests associated with white and clear waters, growing mostly on clay soils. This syntaxon is named after the exclusive species Goupia glabra and Minquartia guianensis as the dominant species on disturbed forests. The Goupio glabrae—Minquartiion guianensis holds two alliances and two associations: an undefined Attalea maripaBrosimum utile association, and the Eschweilero parviflorae—Mouririetum grandiflorae asociation. Forests dominated by palms are represented by the undefined alliance of Astrocaryo chambirae—Socrateion exorrhizae.

The second level of this order separated alliances IV (Goupia glabra, Minquartia guianensis, Mouriri grandiflora) and V (Astrocaryum chambira, Calycophyllum megistocaulum, Euterpe precatoria, Inga tessmannii, Psedolmedia laevis, Psychotria remota, Socratea exorrhiza), the latter being a complex group without defined forest associations in alluvial plains mixed with palm communities. The third level showed two different divisions, the association VII (Clathrotropis brachypetala, Erisma laurifolium, Eschweilera parviflora, Mouriri grandiflora, Pouteria baehniana, Protium divaricatum, Virola elongata, Zamia ulei), and another branch including a larger group without clear associations. The last cluster was characterized by the following indicator species: Attalea maripa, Brosimum utile, Eschweilera parviflora, Euterpe precatoria, Goupia glabra, Mayaba elengans, Mespilodaphne cymbarum, and Virola elongata. These communities extend from the alluvial plains to terra-firme forests on terraces such as the “sasafrás” forests, a community dominated by Mespilodaphne cymbarum (Fig. 3.9).

Fig. 3.9
2 photos of forests. A depicts the Sasafras forests. B is a forest with large timber trees.

(a) “Sasafrás” forest, a community that extends from the alluvial plains to terra-firme forests on terraces drained by clear waters; (b) forest dominated by Mespilodaphne cymbarum (Kunth) Trofimov (Lauraceae), a valuable timber known as “Sasafrás del Orinoco”; Guaviare river, Guainía department, Colombia; photographs by Francisco Castro-Lima

4.2 Vegetation and Environmental Conditions

Soil and water types were related to the clustering of species dominance data into two orders. The first one comprises three alliances and six associations, mainly dominated by the high caatinga (campinarana) because of the abundance of Caraipa longipedicellata, Eperua leucantha, Micrandra sprucei, and Mucoa duckei growing on very poorly drained Spodosols (Figs. 3.10 and 3.11). Other communities, such as tall and medium forests on somewhat poorly drained Entisols on terraces, appeared in this order (i.e., Monopteryx uaucu and Erisma japura forests). These communities were separated from the high caatinga because their floristic composition shows that they share species well distributed over moderately and poorly drained Entisols, Inceptisols, Oxisols, and Ultisols. The tall and medium forests also contained taxa that were common in areas with Spodosols. The variety of habitats strongly suggests that the above-mentioned species are not white-sand specialists, as it has been proposed (García-Villacorta et al. 2016). Examples of taxa with a wide habitat preference and frequent in forests that grow on white sands in the upper Rio Negro are: Aldina kunhardtiana, Dendropanax neblinae, Eperua leucantha, E. purpurea, Erisma micranthum, Hebepetalum humiriifolium, Helianthostylis steyermarkii, Pentamerista neotropica, Sloanea floribunda, and Tetrameranthus duckei, all considered soil generalists by Aymard et al. (2009). Plant communities of the upper Rio Negro basin found on white sands and terra-firme forests growing on clay soils may have a common evolutionary history (Aymard et al. 2016).

Fig. 3.10
A photo of a forest with high trees in the Rio Negro basin.

Rio Negro basin: high caatinga on very poorly drained Spodosols; “Caño Vitina,” lower Atabapo river, Guianía department, Colombia; photograph by Francisco Castro-Lima

Fig. 3.11
2 forests in the Rio Negro Basin. The trees have long thin trunks and elongated leaves.

Rio Negro basin: high caatinga on very poorly drained Spodosols; (a) “Campo Alegre,” upper Cuy(i)ari river, Guianía department, Colombia; photograph by Francisco Castro-Lima, ©Ciprogress Greenlife; (b) San Carlos de Río Negro, Amazonas state, Venezuela; photograph by Gerardo A. Aymard C

The second order includes the communities associated with white and clear waters, growing on clayey soils. Under this physical condition, communities tolerate considerable differences in drainage, because in poorly drained soils root mats develop below the litter layer. These communities are composed of an array of medium to tall forests mixed with palm communities, with three to four vertical layers at heights of 25–35 m, 15–25 m, 7–12 m, and 3–7 m. The top layer included emergent trees reaching heights of 35–45 m, such as Erisma laurifolium and Goupia glabra, giving the canopy of this forest type a very irregular aspect. The vertical discontinuities are further accentuated by the frequent occurrence of gaps caused by tree falls. The third and fourth layers are not always easily distinguished because of the high density of species such as Anaxagorea brachycarpa, Clathrotropis glaucophylla, Heterostemon conjugatus, Iryanthera paradoxa, Matisia ochrocalyx, Pseudosenefeldera inclinata, Sagotia heterocalyx, and Zygia claviflora. Dense colonies of palm species such as Astrocaryum chambira, Bactris corosilla, Euterpe precatoria, Iriartella setigera, and Socratea exorrhiza, as well as the giant caulescent herb Phenakospermum guyannense (considered an indicator of disturbed forest) were present in the third layer. The phytosociological classification and description of the new alliances and associations of the forest communities of the Rio Negro region are outlined in Appendices 3.1, 3.3, and Figs. 3.4 and 3.5.

5 Discussion

5.1 General Aspects

The study shows that a relatively low number (226) of small to medium-sized transects and plots (mostly 0.1 ha transects) may be sufficient to set up a robust phytosociological analysis of vast regions (Figs. 3.4 and 3.5). This approach allows comparing local variations in forest structure and floristic composition by soil topography across areas with different environmental conditions. An important issue in evaluating the results is the degree to which site diversity (alpha diversity) is being measured vs. locally varying habitat diversity (beta diversity). Local diversity can be affected by the shape of the plot, with increasingly narrow rectangular plots generally showing higher diversity values than broader or square plots (Condit et al. 1996). Large plots (≥ 1 ha) have provided useful data to characterize forest structure and composition, and if properly tagged, protected, and monitored, they can provide long-term data on the growth, mortality, regeneration, dynamics of forest trees, and climate change (ForestPlots.net 2021). However, given the costs and labor they require to sample and maintain, such plots are relatively few and spatially scattered. A lower-cost and faster alternative, especially when permanent plots are not required or are not feasible to maintain, is 0.1 ha transects (Gentry 1982). With similar effort necessary to set up one-ha plots, many smaller plots can be established, yielding valuable information about variability in forest sites at a local scale (Gentry 1988a, 1988b; Clinebell et al. 1995; Aymard et al. 2009). Often, a lower diameter cut-off (usually 2.5 cm DBH) is used in small plots, which yields individual stem numbers of the same magnitude as those obtained from hectare plots sampled at ≥10 cm DBH. Gentry (1988a, b; Draper et al. 2021) used 980 transects of 0.1 ha, combining efficient ecological sampling with high-quality botanical identifications to describe large-scale patterns of alpha diversity and floristics, and then create highly distributed measurements of the world’s forests (for a review, see Phillips and Miller 2002; ForestPlots.net et al. 2021).

The phytosociological study presented here shows that the order level was most useful to characterize the alliances and their communities. At this level, the eigenvalues were as high as 0.5. High values determine a significant dispersion of the data in the analysis that allows displaying the species along environmental variables (ter Braak, 1987). The analysis with TWINSPAN generated end-groups of five blocks that represent vegetation units in five alliances and nine associations that form the dendrogram (Fig. 3.4).

Variations in floristic composition could be related to the particular drainage and water-holding capacity of soils where these forest types grow. For example, there are species that tend to occur on deep well-drained terra-firme soils (e.g., Allantoma lineata, Caryocar pallidum, Erisma japura, Eschweilera micrantha, Guarea trunciflora, Manilkara huberi, Mezilaurus itauba, Minquartia guianensis, Pseudosenefeldera inclinata, Scleronema micranthum), or on very poorly drained Spodosols in lowlands (e.g., Aspidosperma verruculosum, Caraipa longipedicellata, Compsoneura debilis, Couma catingae, Hevea rigidifolia, Mabea arenicola, Micrandra sprucei, Micropholis maguirei, Myrcia neoforsteri, Neocouma ternstroemiacea). In addition, a considerable amount of taxa appear only in riparian, swamp, and seasonally black water-flooded forests on alluvial plains growing on soils with water-logging at different depths (e.g., Eschweilera tenuifolia, Guatteria heteropetala, Handroanthus barbatus, Leopoldinia piassaba, Lissocarpa benthamii, Molongum laxum, Mouriri acutiflora, Myrcia argentigemma, Parahancornia negroensis, Spongiospermum riparium); individual species respond differently to the flood duration gradient (Householder et al. 2021).

This point is illustrated by Sabatier et al. (1997), who in French Guiana observed substantial changes in forest communities in the transition of soils with deep vertical drainage to superficial lateral drainage. At large scale, however, the forest structure and dynamics have been noted to vary across the Amazon basin in an east-west gradient in a pattern that coincides with variations in soil fertility, topography, and geology (Pitman et al. 2008; Quesada et al. 2011, 2012).

Therefore, large-scale variations in forest biomass could not be explained by any of the soil or climate properties analyzed here. A recent study using one-ha forest inventory plots in Costa Rica showed that, while plant species richness was controlled by climate and soil water availability, vegetation carbon storage was strongly related to wood density and soil phosphorus availability (Hofhansl et al. 2020). These results also suggest that local heterogeneity in resource availability and plant functional composition should be considered to improve projections of tropical forest ecosystem functioning under future climate scenarios.

Oligotrophic soils (either Spodosols or clay soils) throughout the Rio Negro basin (Herrera 1985; Dubroeucq and Volkoff 1998; Schargel and Marvez 2009; Quesada et al. 2011; IGAC 2014) influence in minor degree differences in forest types in this region (Schargel and Marvez 2009; Stropp et al. 2014). Moreover, several studies showed that soils, drainage, moisture retention, and water types (i.e., black, clear, and white waters) are the principal factors that separate terra-firme, caatinga, and alluvial plain forests in the study area (Medina et al. 1990; Franco and Dezzeo 1994; Coomes and Grubb 1996; Schargel et al. 2000; Stropp et al. 2011).

Besides, human intervention by way of shifting cultivation and the enrichment of the original forests with introduced, useful species, on the better-drained soils, cannot be discarded as a cause for creating floristic differences (Levis et al. 2017; Montoya et al. 2020). Total rainfall does not need to decrease drastically to favor vegetation change on these nutrient-poor soils, most of which have low water retention capacity. An increase in the length and severity of the dry season would be sufficient. It was observed that the geographical distribution of many non-generalist species is related to average annual rainfall and the duration of the dry season. For example, Aldina kunhardtiana, Caraipa longipedicellata, Chrysophyllum sanguilentum, Eperua purpurea, E. leucantha, Helianthostylis steyermarkii, Inga neblinensis, Leptobalanus cardiophyllus, Macrolobium limbatum, Mezilaurus itauba, Monopteryx uaucu, Ouratea clarkii, Protium carolense, P. crassipetalum, Roucheria punctata, Swartzia benthamiana, and Tachigali odoratissima represent taxa that belong to a larger group of species that is only found in areas within the basin with precipitations between 3000 and 3600 mm and 0–2 months with less than 180 mm precipitation, suggesting that the distribution pattern of many species is also directly related to annual precipitation patterns and the duration of the dry season. These climatic parameters, in conjunction with the gradient in soil fertility, are considered by ter Steege et al. (2003, 2006, 2010) as the two main variables that predict values of alpha diversity and stem density in Amazonian forests. In their proposed model, they found that the most diverse forests are located just south of the equatorial line (areas with 0–1 month with precipitation <100 mm); while the less diverse ones were found on the Guayana Shield and in the Amazon area of Bolivia (areas having 5–7 months with precipitation <100 mm). A comparison of this pattern with data provided by Aymard et al. (2009) shows that the duration of the dry season (DSL) was more useful in determining species distributions than predicting alpha diversity values, because the upper Rio Negro and part of the adjacent south-western Orinoco region, with higher rainfall and few months of little rain, also has low alpha diversity. This finding contradicts the assumption that predicts that high elevation and extremes of substrate-related factors underpin the floristic segregation of environmentally “marginal” vegetation types and “terra-firme” forests, rather than climatic factors, which in these case are relatively unimportant (Oliveira-Filho et al. 2021).

5.2 Forest Structural Characteristics

The upper Rio Negro (north-western Amazon) and adjacent south-western Orinoco basins, where forest structure varies across different soil types and local topography, holds a top layer that includes emergent trees reaching heights of 35–45 m, and a medium to short dynamic tree stratum like most northwestern Amazon forests (Quesada et al. 2012). According to Draper et al. (2021), smaller-statured species may be exposed to different biotic and abiotic filters across large spatial scales, and these variables develop greater local specialization associated with distinct functional characteristics.

Canopy and mean tree height decreased from soils with moderate to poor drainage to very poorly drained Spodosols. Very low moisture retention, due to shallow soil depth or coarse sandy saprolite, also determined a tree height decrease in the somewhat poorly drained Entisols (Schargel and Marvez 2009) together with an increase in high values of stems (Uhl and Murphy 1981; Aymard et al. 2009; Stropp et al. 2011).

In the San Carlos de Río Negro area, Klinge and Medina (1979) and Bongers et al. (1985) found that the reduction in height of the caatinga (campinarana) community was related to a reduction in depth of the aerated soil layer above the water table. This forest community dominated by Micrandra sprucei and Eperua purpurea is similar to those of caatingas nearby Manaus (Takeuchi 1962a, 1962b). Moreover, the tallest layer of this forest is 15–25 m high, and dense colonies of Mauritia carana and Euterpe catinga also occurred in this layer (Aymard et al. 2009).

The frequency of tall trees (DBH > 80 cm, over 45 m high) is low in the upper Rio Negro basin compared with the adjacent south-western Orinoco basin. The most frequent trees which reached over 45 m high were: Allantoma lineata, Brosimum utile, Caryocar spp., Eperua purpurea, Ecclinusa ramiflora, Erisma bicolor, E. japura, Eschweilera spp., Goupia glabra, Mespilodaphe cymbarum, Micrandra spruceana, Micropholis brochidodroma, Minquartia guianensis, Monopteryx uaucu, Parahancornia negroensis, Pouteria spp., Swartzia floribunda, Terminalia (Buchenavia) spp., and Vochysia ssp. By contrast, all forest types had a larger number of medium and smaller trees located in the second and third strata that defined the forest structure.

With the minimum DBH cut-off of 2.5 cm used in this study, the number of stems sampled varied from 101 to 1017 per plot, whereas one-hectare plots with a minimum DBH of 10 cm often have around 500 stems (Valencia et al. 2005). The high density of individuals with lower average diameter in very nutrient-poor soils is due to increased tree longevity in the lower strata and understory levels, very slow growth, presence of sclerophyllous leaves with low nutrient content, and high levels of phenols and tannins that inhibit herbivory (Janzen 1974). Cuevas and Medina (1986, 1991), Medina et al. (1990), and Sanford and Cuevas (1996) observed in the upper Rio Negro region that plant individuals on soils with the lowest fertility invest more resources in the development of fine roots to penetrate the soil and obtain nutrients, than in photosynthetic tissues (discussed in Chap. 4). This reduction in photosynthetic tissue reduces the population of herbivores and eventually produces a positive result by developing plants with better defense mechanisms, representing an evolutionary response of species that grow on very nutrient-poor soils (Fine et al. 2006). However, Stropp et al. (2014) provide no evidence that an interaction between herbivory and soil nutrient availability drives habitat association of tree species in white-sand and terra-firme forests of the upper Rio Negro. Nutrient conservation depends on the structure of plant communities; forests on nutrient-poor soils, located in the upper Rio Negro in front of the Guayana Shield, have high wood density values, defense mechanisms, and more efficient nutrient conservation (Vitousek and Sanford 1986; Medina et al. 1990) than Amazonian forests located on more fertile soils on the foothills of the Andean Cordillera (Pitman et al. 2008), and in well-drained upland forests in north-western Amazonia (Duivenvoorden et al. 2005; Cano and Stevenson 2009).

The forests located in the south-western Orinoco basin have four vertical layers (35–45 m, 15–25 m, 7–12 m, and 3–7 m). The top layer included more emergent trees than in the Rio Negro basin, reaching heights of 45 m, giving the canopy of this forest a very irregular aspect. The second layer (15–25 m) is quite heterogeneous, and the third and fourth layers are not always easy to distinguish because of the high density of species such as Clathrotropis brachypetala, Matayba elegans, Mouriri grandiflora, Pseudolmedia laevis, and Virola elongata. These communities harbor numerous colonies of palms, of which stand out Euterpe precatoria, Iriartella setigera, Socratea exorrhiza, Oenocarpus bataua as well as the Strelitziaceae Phenakospermum guyannense. Palms perhaps represent the most characteristic physiognomic element of the terra-firme and riverine forests of the Amazon and Orinoco basins (for a review, see Alvez-Valles et al. 2018). In the tall forests studied here, seedlings of Oenocarpus bataua were abundant everywhere, and Astrocaryum gynacanthum and Bactris corosilla often formed a layer 3–6 m high with their long, divided leaves. Other small to medium-stature species, such as Astrocaryum chambira (“palma cumare”) with long spines along its trunks, were scattered in the forest. Individuals of Oenocarpus bataua were the tallest palms (to ca 30 m), and sometimes appeared as canopy emergent. The distribution of palm species in lowland forests is usually correlated with gradients from well to poorly drained soils (Alvez-Valles et al. 2018). In the study area, Mauritia carana, for example, occurs on poorly drained sites between the caatinga forest and white sand savannas, and Leopoldinia piassaba is generally associated with poorly drained Spodosols and low water retention soils (Vareschi 1963; Kubitzki 1991).

North-western Amazonian forests appear to be comparatively poor in climbers (Putz and Mooney 1991). The so-called “matas de cipós” (liana forests), found in other Amazonian regions especially between the Xingu and Tocantins rivers (Prance 1989) do not occur in the upper Rio Negro area (Putz 1983). In this study, lianas were represented by only 143 species (10.45%), mainly in terra-firme forests on moderately to poorly drained soils.

5.3 Plant Diversity

The upper Río Negro region is reportedly not a region rich in local tree diversity when compared to other Amazonian ecosystems (Uhl and Murphy 1981; Dezzeo et al. 2000; Boubli 2002; Cárdenas-López et al. 2007; Aymard et al. 2009; Stropp et al. 2011; Pombo de Souza 2012). The same pattern has been observed in other places with white-sand ecosystems in the basin (Capurucho et al. 2020). A study in a forest dominated by Eperua purpurea in San Carlos de Rio Negro (Venezuela) identified 183 species, detected by combining the results of a 0.10 ha transect and a 1-ha plot (Aymard et al. 2009). In this area, the highest number of species occurred in terra-firme forests because these are the largest communities, the terra-firme occupies 70–80% of Amazonia (ter Steege et al. 2003, 2019b).

Similarly, in the upper Rio Negro basin, terra-firme forests located in the upper Isana region are plant communities with high species diversity, recording between 108 and 162 species in three plots of 40 × 40 m (1600 m2) with DBH ≥ 5 cm (Arellano-Peña et al. 2019). In areas on podzolic soils and with high rainfall within the upper Rio Negro basin, the fewest species occur in sectors with drainage limitations, dominance of ectomycorrhiza in the topsoil layer, and lower nutrient retention capacity (Kubitzki 1990; Moyersoen 1993). This relationship is coherent with the high local species endemism reported by Steyermark (1982) and Kubitzki (1989) in the Rio Negro basin, including Duguetia aberrans, D. sancticaroli, Besleria yatuana, Chamaecrista ipanorensis, Eschweilera rionegrense, Mezilaurus caatingae Pseudephedranthus fragans, and Vochysia steyermarkiana. These forests consist of relatively few species (oligarchic) mixed with taxa represented by just one or a few individuals known as rare species (ter Steege et al. 2019b). The latter contribute enormously to regional diversity, have very low values of abundance in the oligarchic forests, and are usually the most difficult to identify at the level of species (Aymard et al. 2009).

The low diversity of species in the region is perhaps partially explained by factors related to the history and evolution of Neotropical forests, such as climatic events that the biota of the lowlands of northern South America lived through from Tertiary to Quaternary (Hooghiemstra et al. 2002, 2006; Hoorn et al. 2010, 2017; Wesselingh et al. 2010), including variations in precipitation patterns during the last glacial advance (Last Glacial Maximum, LGM) approximately 18,000 years ago (van der Hammen and Absy 1994; Ruiz-Pessenda et al. 2009). These events caused changes in forest vegetation in some sectors of the Amazon basin, which was replaced by savannas (Ruiz-Pessenda et al. 2009), shrubs or other characteristic communities of dry environments (Häggi et al. 2017). In other areas like the region that currently corresponds to the Rio Negro basin, vegetation may have been constantly subjected to changes through longer dry periods, with overall less rainfall, and higher sediment flow than in the western Amazon (Hooghiemstra et al. 2006), where forest cover was persistent (Bush et al. 2004). By responding to these changes in climate and significant landscape transformations, biomes expanded or contracted, becoming either connected or disjointed (Colinvaux et al. 2000; Pennington et al. 2004; Baker et al. 2020).

These environmental factors have produced significant alterations of the forest due to fires during the Holocene, a fact that is supported by the numerous samples of charcoal found in the region of San Carlos de Río Negro (Venezuela) and Lake Acarabixi (Brazil) dating from the Holocene (Saldarriaga and West 1986; Rodriguez-Zorro et al. 2018). Continuous changes in vegetation perhaps did not allow maintaining a previous flora or the formation of a flora as rich in species as that of western Amazonia (Stropp et al. 2009, 2011). Bush et al. (2004) and Cordeiro et al. (2011) conducted palynological and geochemical studies in the “Lagoa da Pata,” in the upper Rio Negro (Amazonas state, Brazil), that revealed significant changes in the environmental history of this portion of the Amazon basin during the late Quaternary. The authors found pollen from elements of Andean regions such as Alnus, Hedyosmum, Myrsine, Podocarpus, and Weinmannia, mixed with lowland genera (e.g., Cedrela). The sediment core (113.6 cm deep) indicated that the elements of the mountainous regions were very abundant between 45,000 and 12,000 yr. calBP.

Subsequently, in the range of 12,000 yr. calBP to the present, the pollen of the Andean genera disappeared completely from the sample studied (even Cedrela). Furthermore, the geochemical study from “Lagoa da Pata” matched perfectly with the results forwarded by Bush et al. (2004). This outcome revealed three hydrological and climatic regimes from 50,000 to 10,000 yr. calBP, characterized by a relatively wet climate (from 50,000 to 26,300 yr. calBP), a decrease in productivity (from 26,300 to 15,300 yr. calBP) that indicated a dry phase, and an increase in lacustrine productivity from approximately 15,300 to 10,000 yr. calBP (Cordeiro et al. 2011). In addition, two recent studies in the upper Rio Negro region (Lake Acarabixi) revealed that between 9000 and 4000 yr. calBP took place in the warmest and driest period of the last 100,000 years which coincided with changes in evaporation and precipitation that caused lake levels to drop over most of tropical South America (Rodriguez-Zorro et al. 2018; Nascimento et al. 2019). Furthermore, highland taxa such as Hedyosmum and Myrsine were found at that time together with igapó forest species like Astrocaryum, Eschweilera, Macrolobium, Myrtaceae, and Swartzia. During the late Holocene (1600 to 650 yr. calBP), no drastic changes in vegetation were observed, but the presence of pioneer species like Vismia and Cecropia, along with the evidence of fires, pointed to human disturbance. Currently, with the exception of Podocarpus (P. tepuinensis), Gordonia (G. spathulata), Cyathea (C. macrosora), two species of Otoba (O. glycycarpa, O. parviflora) and few species of Ilex (e.g., I. casiquiarensis, I. davidsei, and I. spruceana), none of the highland genera mentioned in the palynological study have been registered in the present-day flora of this region. Nowadays, Podocarpus is an almost exclusive genus of montane zones; nonetheless, P. tepuiensis was found in the watershed of the upper Rio Negro (Berry and Aymard 1997). The presence of these five genera in the lowlands indicates the remnants of a relict flora that existed in the region between 45,000 and 12,000 yr. calBP and was different in species than the current one. Therefore, other species may have disappeared, leading to very distinctive forests than we see now (Bush et al. 2004).

The occurrence of highlands taxa found in the study area, partially agree with the Oliveira-Filho et al. (2021) assumption that the lack of these taxa in lowland Amazonia is likely driven by temperature, an important environmental factor driving floristic differentiation between montane and terra firme forests in the Amazon basin.

All this evidence points out that perhaps the forest did not fragment, but suffered significant variations in floristic composition due to drastic changes in temperature and precipitation, which effected diversity during the late Quaternary.

Because of its important number of taxa and their endemic elements, Huber (1994) placed the upper Rio Negro basin in the Guayana phytogeographical region, rather than as part of the Amazonian phytogeographical region, where it has traditionally been placed by phytogeographers. Nevertheless, a recent study aimed to regionalize the Amazon tree flora identified the upper Rio Negro as a main subregion through 161 indicator taxa (Silva-Souza and Souza 2020).

At local scale, the diversity in the upper Rio Negro and south-western Orinoco basins is low, partially explained by factors related to the history, area and evolution of Neotropical forests. This condition is related to climatic events that affected the biota of the lowlands of northern South America from Tertiary to Quaternary. It is documented that a more seasonal dry-wet climate caused marginal forest retraction and, together with temperature decrease, rearranged forest composition to some extent. This is observed in pollen records across Amazonia, depicting the presence of taxa at glacial times in localities where they do not live presently (D’Apolito et al. 2017).

Most of the taxa recorded in this study show a wide distribution throughout much of the Amazon basin, while some of the dominant species are restricted to the upper Rio Negro area, such as Eperua purpurea, E. leucantha, Erisma japura, and Micrandra sprucei (Clark et al. 2000). However, sampling artifacts certainly contribute to distort species distributions in the Amazon basin due to the strong tendency for collection density to be high in very few localities (Nelson et al. 1990; Schulman et al. 2007), such as close to main towns (e.g., Barcelos, San Carlos de Rio Negro, São Gabriel de Cachoeira), and lower in more distant rural areas (Hopkins 2019). Furthermore, a recent study showed that ca 300,000 km2 of the Brazilian Amazon had been deforested by 2017, without having a single tree specimen recorded (Stropp et al. 2020).

6 Conclusions

This study provides new information on the floristic composition, structure, and diversity of the vegetation using a phytosociological classification. The analysis with TWISNPAN shows that the order level was the most useful variable to characterize vegetation. At this level, the classification developed notable resolution represented by five alliances and nine associations (Fig. 3.4). However, significant compositional differences may arise from chance alone, even among sites with identical environmental conditions, because small forest inventories yield a diverse pool of regional taxa (Gentry 1982; Ricklefs 1987).

Soil features (e.g., drainage, very low water retention capacity, and nutrient availability in lesser degree), and types of waters are the factors that split the forests in three main pedobiomes in the study area. The influence of these factors is reflected in the floristic and structure differences among Amazonian caatinga on well-drained sandy soils on slightly higher peneplain surfaces, tall terra-firme forests on deep well-drained clay soils, and forests in alluvial plains on soils with water-logging at different depths.

Although the Rio Negro basin harbors the largest blackwater river in the world, it is still one of the least studied regions of the Amazon (Hopkins 2019; Stropp et al. 2020). Lleras (1997) pointed out that the entire basin (ca 750,652 km2), at a regional level, holds an exceptionally high species diversity (over 15,000), with several genera (e.g., Asteranthos—Scytopetalaceae, Hylaea—Apocynaceae, Neblinaea—Asteraceae, Neblinantha—Gentianaceae, Neblinanthera—Melastomataceae, Pyrrorhiza—Haemodoraceae) and a significant number of species only known to occur in the Rio Negro basin and its tributaries.

The predominantly descriptive nature of this phytosociological study is justified considering the state of baseline knowledge on the northern and north-western Amazonian ecosystems, particularly concerning spatial components of soil, types of draining water, and forest variation. Nonetheless, our results support the hypothesis predicting that distinct forest categories are associated with soil and climate conditions. Moreover, our study detected a dominance of important tree species. In addition, we found that sites with similar vegetation types (i.e., tall caatinga forest) show high affinity (in terms of structure but not in floristical composition, see Table 3.1) between them regardless of their separation along a geographic gradient. This affinity was also pointed out by Oliveira-Filho et al. (2021) in the entire Amazon basin, at least in reference to forest structure.

7 Forest Conservation Issues

Despite the relatively low number of one-ha plots and transects (226) analyzed here, it was possible to report differences in species composition and structure of the forests, and their relationships with environmental conditions such as soil characteristics and drainage across the upper Rio Negro region. Some of the differences between the forest characteristics observed in this study may be easily detectable on satellite images (Tuomisto et al. 2019). Rapid diversity assessments in small plots and transects preceded by general physiographic surveys based on remote sensing would be an efficient tool to estimate the overall level of the vascular plant diversity and its variability over large regions, or else in separate physiographic subdivisions, such as floodplains, swamps, or well-drained areas. Such information would offer basic reference material to evaluate the desirability for conservation and protection of certain rainforest areas and to help interpret the effects of human intervention and fragmentation of forests upon local and regional levels of vascular plant diversity. Moreover, a larger number of smaller inventory sites, such as those established during rapid diversity assessments, is likely to capture more diverse and heterogeneous tropical forest habitats than a smaller set of larger transects (Clinebell et al. 1995).

One alternative approach to improve data collection, at least in the Rio Negro region, involves local inhabitants in academic research collaborations. While the deforestation rate inside indigenous territories and protected natural areas remains well below the rates outside, unsustainable forest clearing is on the rise across the Amazon basin (Walker et al. 2020). Indigenous rights are violated by changes in current legislation that threaten to weaken indigenous peoples’ constitutionally-guaranteed territorial rights. Regarding the Rio Negro indigenous territories, a total of 387 requests for mining concessions were pending in Brazil already in 2016 (Almeida et al. 2016) and 75 in Colombia by 2020 (ANLA 2020). The most severe threat may be in Venezuela, where the government overlooked illegal mining and deforestation. All these actions put at risk the forests of the indigenous people of the region, even though the Brazilian, Colombian, and Venezuelan constitutions recognize that indigenous people have rights to their traditional territories. Large protected areas of the Amazon basin north of the Equator are located in the Rio Negro region (Lleras 1997). These include the “Alto Orinoco-Casiquiare” Biosphere Reserve (82,662 km2, in Venezuela), a bi-national Park that features “Parque Nacional Serranía de la Neblina” (13,600 km2) in Venezuela, and “Parque Nacional del Pico de la Neblina” (22,200 km2) in adjacent Brazil, as well as “Monumento Natural Piedra del Cocuy” (0.15 km2) in Venezuela, a place close to which the frontiers of three countries merge. Lleras (1997) recommended giving high priority for the conservation of the large area along the Colombian-Venezuelan border (Rio Negro, Atabapo, and Vichada river basins), which would extend south to merge with existing conservation units in Brazil. Therefore, more conservation strategies and public policies are needed to respect the indigenous peoples’ rights, and at the same time, understand their ancestral role in accomplishing Amazonian forest sustainability for centuries.