Avalanche dynamics, surface roughening and self-organized criticality - experiments on a 3 dimensional pile of rice

We present a two-dimensional system which exhibits features of self-organized criticality. The avalanches which occur on the surface of a pile of rice are found to exhibit finite size scaling in their probability distribution. The critical exponents are $\tau$ = 1.21(2) for the avalanche size distribution and $D$ = 1.99(2) for the cut-off size. Furthermore the geometry of the avalanches is studied leading to a fractal dimension of the active sites of $d_B$ = 1.58(2). Using a set of scaling relations, we can calculate the roughness exponent $\alpha = D - d_B$ = 0.41(3) and the dynamic exponent $z = D(2 - \tau)$ = 1.56(8). This result is compared with that obtained from a power spectrum analysis of the surface roughness, which yields $\alpha$ = 0.42(3) and $z$ = 1.5(1) in excellent agreement with those obtained from the scaling relations.Comment: 7 pages, 8 figures, accepted for publication in PR

Decoding the massive genome of loblolly pine using haploid DNA and novel assembly strategies

BACKGROUND: The size and complexity of conifer genomes has, until now, prevented full genome sequencing and assembly. The large research community and economic importance of loblolly pine, Pinus taeda L., made it an early candidate for reference sequence determination. RESULTS: We develop a novel strategy to sequence the genome of loblolly pine that combines unique aspects of pine reproductive biology and genome assembly methodology. We use a whole genome shotgun approach relying primarily on next generation sequence generated from a single haploid seed megagametophyte from a loblolly pine tree, 20-1010, that has been used in industrial forest tree breeding. The resulting sequence and assembly was used to generate a draft genome spanning 23.2 Gbp and containing 20.1 Gbp with an N50 scaffold size of 66.9 kbp, making it a significant improvement over available conifer genomes. The long scaffold lengths allow the annotation of 50,172 gene models with intron lengths averaging over 2.7 kbp and sometimes exceeding 100 kbp in length. Analysis of orthologous gene sets identifies gene families that may be unique to conifers. We further characterize and expand the existing repeat library based on the de novo analysis of the repetitive content, estimated to encompass 82% of the genome. CONCLUSIONS: In addition to its value as a resource for researchers and breeders, the loblolly pine genome sequence and assembly reported here demonstrates a novel approach to sequencing the large and complex genomes of this important group of plants that can now be widely applied

Insights into the loblolly pine genome: characterization of BAC and fosmid sequences.

Despite their prevalence and importance, the genome sequences of loblolly pine, Norway spruce, and white spruce, three ecologically and economically important conifer species, are just becoming available to the research community. Following the completion of these large assemblies, annotation efforts will be undertaken to characterize the reference sequences. Accurate annotation of these ancient genomes would be aided by a comprehensive repeat library; however, few studies have generated enough sequence to fully evaluate and catalog their non-genic content. In this paper, two sets of loblolly pine genomic sequence, 103 previously assembled BACs and 90,954 newly sequenced and assembled fosmid scaffolds, were analyzed. Together, this sequence represents 280 Mbp (roughly 1% of the loblolly pine genome) and one of the most comprehensive studies of repetitive elements and genes in a gymnosperm species. A combination of homology and de novo methodologies were applied to identify both conserved and novel repeats. Similarity analysis estimated a repetitive content of 27% that included both full and partial elements. When combined with the de novo investigation, the estimate increased to almost 86%. Over 60% of the repetitive sequence consists of full or partial LTR (long terminal repeat) retrotransposons. Through de novo approaches, 6,270 novel, full-length transposable element families and 9,415 sub-families were identified. Among those 6,270 families, 82% were annotated as single-copy. Several of the novel, high-copy families are described here, with the largest, PtPiedmont, comprising 133 full-length copies. In addition to repeats, analysis of the coding region reported 23 full-length eukaryotic orthologous proteins (KOGS) and another 29 novel or orthologous genes. These discoveries, along with other genomic resources, will be used to annotate conifer genomes and address long-standing questions about gymnosperm evolution

Summary of tandem repeats from BAC and fosmid sequences.

<p>Summary of tandem repeats from BAC and fosmid sequences.</p

Distribution of homology-based repeat annotations by species.

<p>Interspersed repeats were analyzed via a redundant similarity search (CENSOR against CPRD). Percentage in each sector represents base pair coverage over the redundant annotations. <b>(A)</b> Displays species coverage for full-length and partial elements. Species with contributions less than 3%, were categorized as ‘Other’. <b>(B)</b> Displays species coverage for full-length elements only.</p

Summary of full-length repetitive content.

*<p>TRF estimates, non-overlapping with interspersed content.</p

Distribution of transposable elements from similarity search.

<p>A combination of the non-redundant CENSOR results from the BAC sequences (103) and fosmid sequences (90,954) were used to ascertain the major contributing classes of TEs. <b>(A)</b> Compares partial and full-length TE content by homology against other species. <b>(B)</b> Examines the full-length TE content in loblolly pine annotated in homology based and <i>de novo</i> searches.</p

Genomic sequence represented by the highest coverage elements.

<p>Base pair coverage attributed to copies of the high coverage LTR TEs.</p

Filtered (full-length) vs. Unfiltered (partial and full-length) repetitive content estimates.

<p>Filtered (full-length) vs. Unfiltered (partial and full-length) repetitive content estimates.</p

Most frequent periods for three categories of tandem repeats in conifer genomic sequence.

<p>Micro – Microsatellites (2–8 bp).</p><p>Mini – Minisatellites (9–100 bp).</p><p>Sat – Satellites (>100 bp).</p