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Annual surveys describe conditions between 1989 and 202</span><span class=\"NormalTextRun SCXW15565537 BCX0\">4</span><span class=\"NormalTextRun SCXW15565537 BCX0\">. Data are derived from photo interpretation of low tide aerial photography in the late summer, the season of maximum extent. Polygons&nbsp;</span><span class=\"NormalTextRun SCXW15565537 BCX0\">represent</span><span class=\"NormalTextRun SCXW15565537 BCX0\">&nbsp;bed extent or planimeter, which include the kelp canopy floating on the surface and small gaps between plants (25</span><span class=\"NormalTextRun SCXW15565537 BCX0\">-</span><span class=\"NormalTextRun SCXW15565537 BCX0\">meter threshold for delineating discrete beds). These data are part of a long</span><span class=\"NormalTextRun SCXW15565537 BCX0\">-</span><span class=\"NormalTextRun SCXW15565537 BCX0\">term monitoring effort that surveys the kelp canopies annually. The entire data set is comprised of the following components: yearly inventories (feature classes</span><span class=\"NormalTextRun SCXW15565537 BCX0\">&nbsp;in feature dataset&nbsp;</span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW15565537 BCX0\">annual_data</span><span class=\"NormalTextRun SCXW15565537 BCX0\">) starting in 1989, excluding 1993 (</span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW15565537 BCX0\">kelpYYYY</span><span class=\"NormalTextRun SCXW15565537 BCX0\">),&nbsp;</span><span class=\"NormalTextRun SCXW15565537 BCX0\">&nbsp;an extent layer describing kelp persistence (proportion of years present) over the data record (</span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW15565537 BCX0\">kelp_persistence_all_years</span><span class=\"NormalTextRun SCXW15565537 BCX0\">), a combined inventory of kelp observations from the five most recent years (kelp_recent_5yr</span><span class=\"NormalTextRun SCXW15565537 BCX0\">s</span><span class=\"NormalTextRun SCXW15565537 BCX0\">), a spatial index (polygon and point feature classes) delineating the geographic extent of monitoring sub-areas (</span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW15565537 BCX0\">map_index</span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW15565537 BCX0\">_polygons</span><span class=\"NormalTextRun SCXW15565537 BCX0\">,&nbsp;</span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW15565537 BCX0\">map_index_pts</span><span class=\"NormalTextRun SCXW15565537 BCX0\">), and tabular data describing kelp characteristics for each year that link to the spatial index (summary_kelp_stats</span><span class=\"NormalTextRun SCXW15565537 BCX0\">_1989_2024</span><span class=\"NormalTextRun SCXW15565537 BCX0\">).</span><span class=\"NormalTextRun SCXW15565537 BCX0\">&nbsp;Users who wish to use the most precise inventory estimates and compare area over multiple years should use the tabular summary tables which summarize area by&nbsp;</span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW15565537 BCX0\">map_index</span><span class=\"NormalTextRun SCXW15565537 BCX0\">&nbsp;(summary_kelp_stats_1989_</span><span class=\"NormalTextRun SCXW15565537 BCX0\">202</span><span class=\"NormalTextRun SCXW15565537 BCX0\">4</span><span class=\"NormalTextRun SCXW15565537 BCX0\">.csv</span><span class=\"NormalTextRun SCXW15565537 BCX0\">).</span><span class=\"NormalTextRun SCXW15565537 BCX0\">&nbsp;The tabular estimates are more precise because they are based on the source imagery</span><span class=\"NormalTextRun SCXW15565537 BCX0\">, while t</span><span class=\"NormalTextRun SCXW15565537 BCX0\">he area estimates in the feature classes reflect&nbsp;</span><span class=\"NormalTextRun SCXW15565537 BCX0\">subsequent</span><span class=\"NormalTextRun SCXW15565537 BCX0\">&nbsp;processing. Methods of&nbsp;</span><span class=\"NormalTextRun SCXW15565537 BCX0\">subsequent</span><span class=\"NormalTextRun SCXW15565537 BCX0\">&nbsp;processing have varied with changes in technology since 1989, resulting in noticeable differences among years in the spatial data that&nbsp;</span><span class=\"NormalTextRun SCXW15565537 BCX0\">preclude</span><span class=\"NormalTextRun SCXW15565537 BCX0\">&nbsp;detailed comparison of spatial data across years. Major methodological changes include: 1) a format change from vector (CAD) in 1989 to raster (20 m cell size) in 1994; 2) In 2010, the resolution changed from 20</span><span class=\"NormalTextRun SCXW15565537 BCX0\">-</span><span class=\"NormalTextRun SCXW15565537 BCX0\">meter to 4</span><span class=\"NormalTextRun SCXW15565537 BCX0\">-</span><span class=\"NormalTextRun SCXW15565537 BCX0\">meter resolution.</span></span><span class=\"EOP SCXW15565537 BCX0\">&nbsp;</span></p>",
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