-
You can add options to executable code like this
-
-
The echo: false
option disables the printing of code (only output is displayed).
+
+
+
-
+
diff --git a/_output/sdm-process_files/libs/bootstrap/bootstrap-dark.min.css b/_output/sdm-process_files/libs/bootstrap/bootstrap-dark.min.css
new file mode 100644
index 0000000..ed8a6d5
--- /dev/null
+++ b/_output/sdm-process_files/libs/bootstrap/bootstrap-dark.min.css
@@ -0,0 +1,10 @@
+/*!
+ * Bootstrap v5.1.3 (https://getbootstrap.com/)
+ * Copyright 2011-2021 The Bootstrap Authors
+ * Copyright 2011-2021 Twitter, Inc.
+ * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+ */@import"https://fonts.googleapis.com/css2?family=Lato:ital,wght@0,400;0,700;1,400&display=swap";:root{--bs-blue: #375a7f;--bs-indigo: #6610f2;--bs-purple: #6f42c1;--bs-pink: #e83e8c;--bs-red: #e74c3c;--bs-orange: #fd7e14;--bs-yellow: #f39c12;--bs-green: #00bc8c;--bs-teal: #20c997;--bs-cyan: #3498db;--bs-white: #fff;--bs-gray: #888;--bs-gray-dark: #303030;--bs-gray-100: #f8f9fa;--bs-gray-200: #ebebeb;--bs-gray-300: #dee2e6;--bs-gray-400: #ced4da;--bs-gray-500: #adb5bd;--bs-gray-600: #888;--bs-gray-700: #444;--bs-gray-800: #303030;--bs-gray-900: #222;--bs-default: #434343;--bs-primary: #375a7f;--bs-secondary: #434343;--bs-success: #00bc8c;--bs-info: #3498db;--bs-warning: #f39c12;--bs-danger: #e74c3c;--bs-light: #6f6f6f;--bs-dark: #2d2d2d;--bs-default-rgb: 67, 67, 67;--bs-primary-rgb: 55, 90, 127;--bs-secondary-rgb: 67, 67, 67;--bs-success-rgb: 0, 188, 140;--bs-info-rgb: 52, 152, 219;--bs-warning-rgb: 243, 156, 18;--bs-danger-rgb: 231, 76, 60;--bs-light-rgb: 111, 111, 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+*/.ansi-black-fg{color:#3e424d}.ansi-black-bg{background-color:#3e424d}.ansi-black-intense-fg{color:#282c36}.ansi-black-intense-bg{background-color:#282c36}.ansi-red-fg{color:#e75c58}.ansi-red-bg{background-color:#e75c58}.ansi-red-intense-fg{color:#b22b31}.ansi-red-intense-bg{background-color:#b22b31}.ansi-green-fg{color:#00a250}.ansi-green-bg{background-color:#00a250}.ansi-green-intense-fg{color:#007427}.ansi-green-intense-bg{background-color:#007427}.ansi-yellow-fg{color:#ddb62b}.ansi-yellow-bg{background-color:#ddb62b}.ansi-yellow-intense-fg{color:#b27d12}.ansi-yellow-intense-bg{background-color:#b27d12}.ansi-blue-fg{color:#208ffb}.ansi-blue-bg{background-color:#208ffb}.ansi-blue-intense-fg{color:#0065ca}.ansi-blue-intense-bg{background-color:#0065ca}.ansi-magenta-fg{color:#d160c4}.ansi-magenta-bg{background-color:#d160c4}.ansi-magenta-intense-fg{color:#a03196}.ansi-magenta-intense-bg{background-color:#a03196}.ansi-cyan-fg{color:#60c6c8}.ansi-cyan-bg{background-color:#60c6c8}.ansi-cyan-intense-fg{color:#258f8f}.ansi-cyan-intense-bg{background-color:#258f8f}.ansi-white-fg{color:#c5c1b4}.ansi-white-bg{background-color:#c5c1b4}.ansi-white-intense-fg{color:#a1a6b2}.ansi-white-intense-bg{background-color:#a1a6b2}.ansi-default-inverse-fg{color:#fff}.ansi-default-inverse-bg{background-color:#000}.ansi-bold{font-weight:bold}.ansi-underline{text-decoration:underline}:root{--quarto-body-bg: #222;--quarto-body-color: #fff;--quarto-text-muted: #595959;--quarto-border-color: #434343;--quarto-border-width: 1px;--quarto-border-radius: 0.25rem}table.gt_table{color:var(--quarto-body-color);font-size:1em;width:100%;background-color:rgba(0,0,0,0);border-top-width:inherit;border-bottom-width:inherit;border-color:var(--quarto-border-color)}table.gt_table th.gt_column_spanner_outer{color:var(--quarto-body-color);background-color:rgba(0,0,0,0);border-top-width:inherit;border-bottom-width:inherit;border-color:var(--quarto-border-color)}table.gt_table th.gt_col_heading{color:var(--quarto-body-color);font-weight:bold;background-color:rgba(0,0,0,0)}table.gt_table thead.gt_col_headings{border-bottom:1px solid currentColor;border-top-width:inherit;border-top-color:var(--quarto-border-color)}table.gt_table thead.gt_col_headings:not(:first-child){border-top-width:1px;border-top-color:var(--quarto-border-color)}table.gt_table td.gt_row{border-bottom-width:1px;border-bottom-color:var(--quarto-border-color);border-top-width:0px}table.gt_table tbody.gt_table_body{border-top-width:1px;border-bottom-width:1px;border-bottom-color:var(--quarto-border-color);border-top-color:currentColor}div.columns{display:initial;gap:initial}div.column{display:inline-block;overflow-x:initial;vertical-align:top;width:50%}.code-annotation-tip-content{word-wrap:break-word}.code-annotation-container-hidden{display:none !important}dl.code-annotation-container-grid{display:grid;grid-template-columns:min-content auto}dl.code-annotation-container-grid dt{grid-column:1}dl.code-annotation-container-grid dd{grid-column:2}pre.sourceCode.code-annotation-code{padding-right:0}code.sourceCode .code-annotation-anchor{z-index:100;position:absolute;right:.5em;left:inherit;background-color:rgba(0,0,0,0)}:root{--mermaid-bg-color: #222;--mermaid-edge-color: #434343;--mermaid-node-fg-color: #fff;--mermaid-fg-color: #fff;--mermaid-fg-color--lighter: white;--mermaid-fg-color--lightest: white;--mermaid-font-family: Lato, -apple-system, BlinkMacSystemFont, Segoe UI, Roboto, Helvetica Neue, Arial, sans-serif, Apple Color Emoji, Segoe UI Emoji, Segoe UI Symbol;--mermaid-label-bg-color: #222;--mermaid-label-fg-color: #375a7f;--mermaid-node-bg-color: rgba(55, 90, 127, 0.1);--mermaid-node-fg-color: #fff}@media print{:root{font-size:11pt}#quarto-sidebar,#TOC,.nav-page{display:none}.page-columns .content{grid-column-start:page-start}.fixed-top{position:relative}.panel-caption,.figure-caption,figcaption{color:#666}}.code-copy-button{position:absolute;top:0;right:0;border:0;margin-top:5px;margin-right:5px;background-color:rgba(0,0,0,0);z-index:3}.code-copy-button:focus{outline:none}.code-copy-button-tooltip{font-size:.75em}pre.sourceCode:hover>.code-copy-button>.bi::before{display:inline-block;height:1rem;width:1rem;content:"";vertical-align:-0.125em;background-image:url('data:image/svg+xml,
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- src: url("1e21o67/FontAwesome6Free-Solid-900.woff2") format("woff2"), url("1e21o67/FontAwesome6Free-Solid-900.ttf") format("truetype"); }
-
-@font-face {
- font-family: 'Font Awesome 6 Brands';
- font-display: block;
- src: url("1e21o67/FontAwesome6Brands-Regular-400.woff2") format("woff2"), url("1e21o67/FontAwesome6Brands-Regular-400.ttf") format("truetype"); }
-
-@font-face {
- font-family: 'Font Awesome 6 Free';
- font-display: block;
- src: url("1e21o67/FontAwesome6Free-Regular-400.woff2") format("woff2"), url("../../webfonts/FontAwesome6Free-Regular-400.ttf") format("truetype");
- unicode-range: U+F003,U+F006,U+F014,U+F016-F017,U+F01A-F01B,U+F01D,U+F022,U+F03E,U+F044,U+F046,U+F05C-F05D,U+F06E,U+F070,U+F087-F088,U+F08A,U+F094,U+F096-F097,U+F09D,U+F0A0,U+F0A2,U+F0A4-F0A7,U+F0C5,U+F0C7,U+F0E5-F0E6,U+F0EB,U+F0F6-F0F8,U+F10C,U+F114-F115,U+F118-F11A,U+F11C-F11D,U+F133,U+F147,U+F14E,U+F150-F152,U+F185-F186,U+F18E,U+F190-F192,U+F196,U+F1C1-F1C9,U+F1D9,U+F1DB,U+F1E3,U+F1EA,U+F1F7,U+F1F9,U+F20A,U+F247-F248,U+F24A,U+F24D,U+F255-F25B,U+F25D,U+F271-F274,U+F278,U+F27B,U+F28C,U+F28E,U+F29C,U+F2B5,U+F2B7,U+F2BA,U+F2BC,U+F2BE,U+F2C0-F2C1,U+F2C3,U+F2D0,U+F2D2,U+F2D4,U+F2DC; }
-
diff --git a/_output/sdm-process_files/libs/quarto-contrib/fontawesome6-0.1.0/latex-fontsize.css b/_output/sdm-process_files/libs/quarto-contrib/fontawesome6-0.1.0/latex-fontsize.css
deleted file mode 100644
index 45545ec..0000000
--- a/_output/sdm-process_files/libs/quarto-contrib/fontawesome6-0.1.0/latex-fontsize.css
+++ /dev/null
@@ -1,30 +0,0 @@
-.fa-tiny {
- font-size: 0.5em;
-}
-.fa-scriptsize {
- font-size: 0.7em;
-}
-.fa-footnotesize {
- font-size: 0.8em;
-}
-.fa-small {
- font-size: 0.9em;
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-.fa-normalsize {
- font-size: 1em;
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-.fa-large {
- font-size: 1.2em;
-}
-.fa-Large {
- font-size: 1.5em;
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-.fa-LARGE {
- font-size: 1.75em;
-}
-.fa-huge {
- font-size: 2em;
-}
-.fa-Huge {
- font-size: 2.5em;
-}
diff --git a/_output/sdm-process_files/libs/quarto-html/quarto-syntax-highlighting.css b/_output/sdm-process_files/libs/quarto-html/quarto-syntax-highlighting.css
new file mode 100644
index 0000000..d9fd98f
--- /dev/null
+++ b/_output/sdm-process_files/libs/quarto-html/quarto-syntax-highlighting.css
@@ -0,0 +1,203 @@
+/* quarto syntax highlight colors */
+:root {
+ --quarto-hl-ot-color: #003B4F;
+ --quarto-hl-at-color: #657422;
+ --quarto-hl-ss-color: #20794D;
+ --quarto-hl-an-color: #5E5E5E;
+ --quarto-hl-fu-color: #4758AB;
+ --quarto-hl-st-color: #20794D;
+ --quarto-hl-cf-color: #003B4F;
+ --quarto-hl-op-color: #5E5E5E;
+ --quarto-hl-er-color: #AD0000;
+ --quarto-hl-bn-color: #AD0000;
+ --quarto-hl-al-color: #AD0000;
+ --quarto-hl-va-color: #111111;
+ --quarto-hl-bu-color: inherit;
+ --quarto-hl-ex-color: inherit;
+ --quarto-hl-pp-color: #AD0000;
+ --quarto-hl-in-color: #5E5E5E;
+ --quarto-hl-vs-color: #20794D;
+ --quarto-hl-wa-color: #5E5E5E;
+ --quarto-hl-do-color: #5E5E5E;
+ --quarto-hl-im-color: #00769E;
+ --quarto-hl-ch-color: #20794D;
+ --quarto-hl-dt-color: #AD0000;
+ --quarto-hl-fl-color: #AD0000;
+ --quarto-hl-co-color: #5E5E5E;
+ --quarto-hl-cv-color: #5E5E5E;
+ --quarto-hl-cn-color: #8f5902;
+ --quarto-hl-sc-color: #5E5E5E;
+ --quarto-hl-dv-color: #AD0000;
+ --quarto-hl-kw-color: #003B4F;
+}
+
+/* other quarto variables */
+:root {
+ --quarto-font-monospace: SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace;
+}
+
+pre > code.sourceCode > span {
+ color: #003B4F;
+}
+
+code span {
+ color: #003B4F;
+}
+
+code.sourceCode > span {
+ color: #003B4F;
+}
+
+div.sourceCode,
+div.sourceCode pre.sourceCode {
+ color: #003B4F;
+}
+
+code span.ot {
+ color: #003B4F;
+ font-style: inherit;
+}
+
+code span.at {
+ color: #657422;
+ font-style: inherit;
+}
+
+code span.ss {
+ color: #20794D;
+ font-style: inherit;
+}
+
+code span.an {
+ color: #5E5E5E;
+ font-style: inherit;
+}
+
+code span.fu {
+ color: #4758AB;
+ font-style: inherit;
+}
+
+code span.st {
+ color: #20794D;
+ font-style: inherit;
+}
+
+code span.cf {
+ color: #003B4F;
+ font-style: inherit;
+}
+
+code span.op {
+ color: #5E5E5E;
+ font-style: inherit;
+}
+
+code span.er {
+ color: #AD0000;
+ font-style: inherit;
+}
+
+code span.bn {
+ color: #AD0000;
+ font-style: inherit;
+}
+
+code span.al {
+ color: #AD0000;
+ font-style: inherit;
+}
+
+code span.va {
+ color: #111111;
+ font-style: inherit;
+}
+
+code span.bu {
+ font-style: inherit;
+}
+
+code span.ex {
+ font-style: inherit;
+}
+
+code span.pp {
+ color: #AD0000;
+ font-style: inherit;
+}
+
+code span.in {
+ color: #5E5E5E;
+ font-style: inherit;
+}
+
+code span.vs {
+ color: #20794D;
+ font-style: inherit;
+}
+
+code span.wa {
+ color: #5E5E5E;
+ font-style: italic;
+}
+
+code span.do {
+ color: #5E5E5E;
+ font-style: italic;
+}
+
+code span.im {
+ color: #00769E;
+ font-style: inherit;
+}
+
+code span.ch {
+ color: #20794D;
+ font-style: inherit;
+}
+
+code span.dt {
+ color: #AD0000;
+ font-style: inherit;
+}
+
+code span.fl {
+ color: #AD0000;
+ font-style: inherit;
+}
+
+code span.co {
+ color: #5E5E5E;
+ font-style: inherit;
+}
+
+code span.cv {
+ color: #5E5E5E;
+ font-style: italic;
+}
+
+code span.cn {
+ color: #8f5902;
+ font-style: inherit;
+}
+
+code span.sc {
+ color: #5E5E5E;
+ font-style: inherit;
+}
+
+code span.dv {
+ color: #AD0000;
+ font-style: inherit;
+}
+
+code span.kw {
+ color: #003B4F;
+ font-style: inherit;
+}
+
+.prevent-inlining {
+ content: "";
+}
+
+/*# sourceMappingURL=debc5d5d77c3f9108843748ff7464032.css.map */
diff --git a/_quarto.yml b/_quarto.yml
index c7fc321..1478244 100644
--- a/_quarto.yml
+++ b/_quarto.yml
@@ -10,6 +10,11 @@ format:
code-fold: true
code-tools: true
embed-resources: false
- theme: vapor
+ mermaid:
+ theme: neutral
+ theme:
+ dark: darkly
+ light: flatly
+
search: false
diff --git a/figures/mermaid-test.mmd b/figures/mermaid-test.mmd
new file mode 100644
index 0000000..277a33a
--- /dev/null
+++ b/figures/mermaid-test.mmd
@@ -0,0 +1,2 @@
+graph LR
+A-->B
diff --git a/figures/sdm-model b/figures/sdm-model
new file mode 100644
index 0000000..5687e09
--- /dev/null
+++ b/figures/sdm-model
@@ -0,0 +1,32 @@
+flowchart LR
+
+ tbl[[tbl]]:::in
+ S[/split/]:::fxn
+ t1[[train]]:::out
+ t2[[test]]:::out
+ F[/fit/]:::fxn
+ M{{model}}:::out
+ E[/evaluate/]:::fxn
+ C[/calibrate/]:::fxn
+ P[/predict/]:::fxn
+ N[["new data"]]:::in
+ prd(prediction):::out
+ prf(performance):::out
+
+ tbl --> S
+ S --> t1
+ S --> t2
+ t1 --> F
+ F --> M
+ t2 --> E
+ M --> C
+ C --> F
+ M --> P
+ N --> P
+ M --> E
+ P --> prd
+ E --> prf
+
+ classDef in fill:lightblue
+ classDef out fill:lightgreen
+ classDef fxn fill:yellow
diff --git a/figures/sdm-prep.mmd b/figures/sdm-prep.mmd
new file mode 100644
index 0000000..36246da
--- /dev/null
+++ b/figures/sdm-prep.mmd
@@ -0,0 +1,30 @@
+
+flowchart LR
+
+ P(presence):::in
+
+ A(absence):::in
+
+ pts(obs):::out
+
+ X[/extract/]:::fxn
+
+ env(env):::in
+
+ tbl[[tbl]]:::out
+
+ P --> pts
+
+ A --> pts
+
+ pts --> X
+
+ env --> X
+
+ X --> tbl
+
+ classDef in fill:lightblue
+
+ classDef out fill:lightgreen
+
+ classDef fxn fill:yellow
diff --git a/mbon-sdm.bib b/mbon-sdm.bib
index 67cfbdd..fdf7f8e 100644
--- a/mbon-sdm.bib
+++ b/mbon-sdm.bib
@@ -68,3 +68,11 @@ @article{readyPredictingDistributionsMarine2010
keywords = {Expert review,Global marine biodiversity,Model comparison,Range maps,Species distribution modelling,Trawl surveys},
file = {/Users/bbest/Zotero/storage/5RNB5TQN/Ready et al. - 2010 - Predicting the distributions of marine organisms a.pdf;/Users/bbest/Zotero/storage/N2D6NNVI/science.html}
}
+
+@article{aquamapsdata,
+ title = {aquamapsdata: Curated Data From AquaMaps.Org},
+ author = {Skyttner, Markus},
+ year = {2020},
+ date = {2020},
+ url = {https://github.com/raquamaps/aquamapsdata}
+}
diff --git a/sdm-process.qmd b/sdm-process.qmd
index c427174..fcee3a8 100644
--- a/sdm-process.qmd
+++ b/sdm-process.qmd
@@ -2,88 +2,84 @@
title: "SDM Process"
---
-## test
-
-
-
-Initialize with any icon {{< fa thumbs-up >}}
-
+## Data Prep
```{mermaid}
+%%| label: fig-sdm-prep
+%%| fig-cap: "Diagram of SDM data preparation."
flowchart LR
- D(fa:fa-camera-retro phone)-->C[fa:fa-house house]
-```
-
-## file include
-```{mermaid}
-%%| label: fig-linux-kernel
-%%| fig-cap: "A diagram of the Linux kernel."
-%%| file: data/test_seq.mmd
+ P(presence):::in
+ A(absence):::in
+ pts(obs):::out
+ X[/extract/]:::fxn
+ env(env):::in
+ tbl[[tbl]]:::out
+
+ P --> pts
+ A --> pts
+ pts --> X
+ env --> X
+ X --> tbl
+
+ classDef in fill:lightblue
+ classDef out fill:lightgreen
+ classDef fxn fill:yellow
```
-## Quarto
-
-- [Google Cloud Icons](https://cloud.google.com/icons)
+## definitions
-```{mermaid}
-%%| label: fig-mermaid
-%%| fig-width: 6
-%%| fig-cap: |
-%%| init diagram.
-flowchart LR
+- **obs\
+ **observations: occurrences from OBIS; masked by FAO regions defined by AquaMaps [@aquamapsdata]
+ - **presence**\
+ OBIS: species occurrence
+ - **absence**\
+ OBIS not-species, but same family
+- **env\
+ **environment
+- **tbl**\
+ table of observations (presence and absence) with environmental values
-of[fa:fa-book]
-D[Diagram With Insertion
Of Computed Counts]
-C[Consort]
-M[Mermaid]
-dd[Data about Data]
-mvs[Missing Value Snapshot]
-dc[Data Characteristics]
-dcs["discrete vs. continuous
ties
information content
symmetry
rare values
common values"]
-
-of --> D
-D --> C
-D --> M
-dd --> mvs
-dd --> dc
-dc --> dcs
-
-click M "https://mermaid.live/edit" _blank
-```
-
-## Mermaid
-
-Example of a Mermaid diagram
+## Model
```{mermaid}
-%%| label: fig-mermaid
-%%| fig-width: 6
-%%| fig-cap: |
-%%| How Quarto orchestrates rendering of documents: start with
-%%| a qmd file, use the Knitr or Jupyter engine to perform the
-%%| computations and convert it to an md file, then use Pandoc
-%%| to convert to various file formats including HTML, PDF,
-%%| and Word.
-flowchart LR
- A[qmd] --> B(Knitr)
- A[qmd] --> C(Jupyter)
- B(Knitr) --> D[md]
- C(Jupyter) --> D[md]
- D[md] --> E(pandoc)
- E(pandoc) --> F(HTML)
- E(pandoc) --> G(PDF)
- E(pandoc) --> H(Word)
- E(pandoc) --> I{and more}
-```
+%%| label: fig-linux-kernel
+%%| fig-cap: "Diagram of SDM Modeling processes."
-You can add options to executable code like this
+flowchart LR
-```{r}
-#| echo: false
-2 * 2
+ tbl[[tbl]]:::in
+ S[/split/]:::fxn
+ t1[[train]]:::out
+ t2[[test]]:::out
+ F[/fit/]:::fxn
+ M{{model}}:::out
+ E[/evaluate/]:::fxn
+ C[/calibrate/]:::fxn
+ P[/predict/]:::fxn
+ N[["new data"]]:::in
+ prd(prediction):::out
+ prf(performance):::out
+
+ tbl --> S
+ S --> t1
+ S --> t2
+ t1 --> F
+ F --> M
+ t2 --> E
+ M --> C
+ C --> F
+ M --> P
+ N --> P
+ M --> E
+ P --> prd
+ E --> prf
+
+ classDef in fill:lightblue
+ classDef out fill:lightgreen
+ classDef fxn fill:yellow
+
+%% source: https://bbest.github.io/eds232-ml/lab1d_sdm-evaluate.html
```
-The `echo: false` option disables the printing of code (only output is displayed).
+\