Joss paper add spatial category & SEDI (#492)

* Adds SEDI & Spatial Category (containing FSS) to table * Remove square brackets around spatial * Adds references for SEDI & FSS * Fixing an issue with SEDI citation
nci · Jun 9, 2024 · 5af04a5 · 5af04a5
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diff --git a/docs/paper.bib b/docs/paper.bib
@@ -424,3 +424,30 @@ @article{Peirce:1884
 	URL = {https://www.science.org/doi/abs/10.1126/science.ns-4.93.453.b},
 	eprint = {https://www.science.org/doi/pdf/10.1126/science.ns-4.93.453.b}
 }
+@article{Ferro:2011,
+  author = "C. A. T. Ferro and David B. Stephenson",
+  title = "Extremal Dependence Indices: Improved Verification Measures for Deterministic Forecasts of Rare Binary Events",
+  journal = "Weather and Forecasting",
+  year = "2011",
+  publisher = "American Meteorological Society",
+  address = "Boston MA, USA",
+  volume = "26",
+  number = "5",
+  doi = "10.1175/WAF-D-10-05030.1",
+  pages=      "699 - 713",
+  url = "https://journals.ametsoc.org/view/journals/wefo/26/5/waf-d-10-05030_1.xml"
+}
+@article {Roberts:2008,
+  author = "Nigel M. Roberts and Humphrey W. Lean",
+  title = "Scale-Selective Verification of Rainfall Accumulations from High-Resolution Forecasts of Convective Events",
+  journal = "Monthly Weather Review",
+  year = "2008",
+  publisher = "American Meteorological Society",
+  address = "Boston MA, USA",
+  volume = "136",
+  number = "1",
+  doi = "10.1175/2007MWR2123.1",
+  pages=      "78 - 97",
+  url = "https://journals.ametsoc.org/view/journals/mwre/136/1/2007mwr2123.1.xml"
+}
+
diff --git a/docs/paper.md b/docs/paper.md
@@ -115,7 +115,9 @@ Table: A **curated selection** of the metrics, tools and statistical tests curre
 |
 | **Probability**       	|Scores for evaluating forecasts that are expressed as predictive distributions, ensembles, and probabilities of binary events.                 	|Brier Score [@BRIER_1950], Continuous Ranked Probability Score (CRPS) for Cumulative Distribution Functions (CDFs) (including threshold-weighting, see @Gneiting:2011), CRPS for ensembles [@Gneiting_2007; @Ferro_2013], Receiver Operating Characteristic (ROC), Isotonic Regression (reliability diagrams) [@dimitriadis2021stable].              	  
 |
-| **Categorical**         |Scores for evaluating forecasts of categories.                 |Probability of Detection (POD), Probability of False Detection (POFD), False Alarm Ratio (FAR), Success Ratio, Accuracy, Peirce's Skill Score [@Peirce:1884], Critical Success Index (CSI), Gilbert Skill Score [@gilbert:1884], Heidke Skill Score, Odds Ratio, Odds Ratio Skill Score, F1 Score, FIxed Risk Multicategorical (FIRM) Score [@Taggart:2022a].        	  
+| **Categorical**         |Scores for evaluating forecasts of categories.                 |Probability of Detection (POD), Probability of False Detection (POFD), False Alarm Ratio (FAR), Success Ratio, Accuracy, Peirce's Skill Score [@Peirce:1884], Critical Success Index (CSI), Gilbert Skill Score [@gilbert:1884], Heidke Skill Score, Odds Ratio, Odds Ratio Skill Score, F1 Score, Symmetric Extremal Dependence Index [@Ferro:2011], FIxed Risk Multicategorical (FIRM) Score [@Taggart:2022a].        	  
+|
+| **Spatial**           |Scores that take into account spatial structure.                   |Fractions Skill Score [@Roberts:2008].  
 |
 | **Statistical Tests** 	|Tools to conduct statistical tests and generate confidence intervals.                 	| Diebold-Mariano [@Diebold:1995] with both the @Harvey:1997 and @Hering:2011 modifications.              	  
 |