Does anyone else get bothered by how many observations are marked as "unknown species"?

Yes, they are independent. I ask because if I filter for Unknowns that are Verifiable (https://www.inaturalist.org/observations?iconic_taxa=unknown&identified=false&place_id=any&quality_grade=needs_id), right now there are only 336,868 such observations worldwide, much less than 1% of all Verifiable observations (currently 123,397,480).

Thank you for all your work pulling together these numbers!

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Yeah, my guess is that somewhere up to 5% of Verifiable observations are submitted as Unknowns and it’s only the valiant efforts of identifiers like you that keep the percent of Unknowns down so low when measured at any given moment.

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Interesting analysis: I’ve done the same for the needs ID pile:

Rank Number % URL
NeedsID 46932224 100.00 https://www.inaturalist.org/observations?place_id=any&quality_grade=needs_id&subview=map
Unknown 336238 0.72 by subtraction
StateofMatterLife 53888 0.11 https://www.inaturalist.org/observations?rank=stateofmatter&place_id=any&quality_grade=needs_id&subview=map
Kingdom 1357606 2.89 https://www.inaturalist.org/observations?rank=kingdom&place_id=any&quality_grade=needs_id&subview=map
Phylum 480917 1.02 https://www.inaturalist.org/observations?rank=phylum&place_id=any&quality_grade=needs_id&subview=map
Subphylum 444831 0.95 https://www.inaturalist.org/observations?rank=subphylum&place_id=any&quality_grade=needs_id&subview=map
Superclass 85 0.00 https://www.inaturalist.org/observations?rank=superclass&place_id=any&quality_grade=needs_id&subview=map
Class 1632305 3.48 https://www.inaturalist.org/observations?rank=class&place_id=any&quality_grade=needs_id&subview=map
Subclass 136544 0.29 https://www.inaturalist.org/observations?rank=subclass&place_id=any&quality_grade=needs_id&subview=map
Infraclass 11491 0.02 https://www.inaturalist.org/observations?rank=infraclass&place_id=any&quality_grade=needs_id&subview=map
Subterclass 3621 0.01 https://www.inaturalist.org/observations?rank=subterclass&place_id=any&quality_grade=needs_id&subview=map
Superorder 32458 0.07 https://www.inaturalist.org/observations?rank=superorder&place_id=any&quality_grade=needs_id&subview=map
Order 1866068 3.98 https://www.inaturalist.org/observations?rank=order&place_id=any&quality_grade=needs_id&subview=map
Suborder 320111 0.68 https://www.inaturalist.org/observations?rank=suborder&place_id=any&quality_grade=needs_id&subview=map
Infraorder 191969 0.41 https://www.inaturalist.org/observations?rank=infraorder&place_id=any&quality_grade=needs_id&subview=map
Parvorder 1974 0.00 https://www.inaturalist.org/observations?rank=parvorder&place_id=any&quality_grade=needs_id&subview=map
Zoosection 14312 0.03 https://www.inaturalist.org/observations?rank=zoosection&place_id=any&quality_grade=needs_id&subview=map
Zoosubsection 47679 0.10 https://www.inaturalist.org/observations?rank=zoosubsection&place_id=any&quality_grade=needs_id&subview=map
Superfamily 495222 1.06 https://www.inaturalist.org/observations?rank=superfamily&place_id=any&quality_grade=needs_id&subview=map
Epifamily 55445 0.12 https://www.inaturalist.org/observations?rank=epifamily&place_id=any&quality_grade=needs_id&subview=map
Family 3859573 8.22 https://www.inaturalist.org/observations?rank=family&place_id=any&quality_grade=needs_id&subview=map
Subfamily 1368677 2.92 https://www.inaturalist.org/observations?rank=subfamily&place_id=any&quality_grade=needs_id&subview=map
Supertribe 1361 0.00 https://www.inaturalist.org/observations?rank=supertribe&place_id=any&quality_grade=needs_id&subview=map
Tribe 954707 2.03 https://www.inaturalist.org/observations?rank=tribe&place_id=any&quality_grade=needs_id&subview=map
Subtribe 186369 0.40 https://www.inaturalist.org/observations?rank=subtribe&place_id=any&quality_grade=needs_id&subview=map
Genus 14303596 30.48 https://www.inaturalist.org/observations?rank=genus&place_id=any&quality_grade=needs_id&subview=map
Genushybrid 388 0.00 https://www.inaturalist.org/observations?rank=genushybrid&place_id=any&quality_grade=needs_id&subview=map
Subgenus 392732 0.84 https://www.inaturalist.org/observations?rank=subgenus&place_id=any&quality_grade=needs_id&subview=map
Section 204810 0.44 https://www.inaturalist.org/observations?rank=section&place_id=any&quality_grade=needs_id&subview=map
Subsection 16550 0.04 https://www.inaturalist.org/observations?rank=subsection&place_id=any&quality_grade=needs_id&subview=map
Complex 258240 0.55 https://www.inaturalist.org/observations?rank=complex&place_id=any&quality_grade=needs_id&subview=map
Species 17667239 37.64 https://www.inaturalist.org/observations?rank=species&place_id=any&quality_grade=needs_id&subview=map
Hybrid 55852 0.12 https://www.inaturalist.org/observations?rank=hybrid&place_id=any&quality_grade=needs_id&subview=map
Subspecies 119538 0.25 https://www.inaturalist.org/observations?rank=hybrid&place_id=any&quality_grade=needs_id&subview=map
Variety 57306 0.12 https://www.inaturalist.org/observations?rank=variety&place_id=any&quality_grade=needs_id&subview=map
Form 2449 0.01 https://www.inaturalist.org/observations?rank=variety&place_id=any&quality_grade=needs_id&subview=map
Infrahybrid 73 0.00 https://www.inaturalist.org/observations?rank=infrahybrid&place_id=any&quality_grade=needs_id&subview=map

No surprise that the ‘peaks’ are at the major taxonomic ranks. Interesting that >2/3 of the needsID pile is either at Genus or Species. Testament to the work of the ‘higher order improvers’ and also encouragement to those working at the finer end of the scale that it’s a good place for them to focus. I’m surprised that Family is only 8%, and Order only 4%.

If unknowns are coming in circa 5% then the fact that they are well below 1% of the pile is a great achievement.

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I don’t understand. “Needs ID” depends on the ID rank (if above rank species, an observation will always need an ID, if not casual), on the “casual” status and on the “research grade” status. So the rationale is not simple, when plotting “Needs ID” rank by rank, because “Needs ID” and rank are not independant by definition. But I don’t know what you are looking for, or evaluating.

All “unknowns” (2.5 % of all observations) should be “needs ID”.
Update: only all those not “casual” are “needs ID”.

I also don’t understand the substraction. What is this substraction?
I think any substraction is risky, because we could miss a subtlety. A direct request for counting the results would be better. (Then we can sum the counts for consistency checking).


I think that :
  • For Species, Hybrid, Subspecies, Variety, Form, Infrahybrid, I would consider, the percents of observations (at the rank considered) that are “casual”, that “need ID” and that are “research grade”.
  • For all other ranks, and for “unknown” observations, only 2 of the 3 categories: “casual” and “needs ID”.

For the rank species:

https://api.inaturalist.org/v1/observations?rank=species
99272604 observations at rank Species
100 %

https://api.inaturalist.org/v1/observations?rank=species&quality_grade=needs_id
17668781 “Needs ID”
17.80 %

https://api.inaturalist.org/v1/observations?rank=species&quality_grade=research
73473121 “Research grade”
74.01 %

https://api.inaturalist.org/v1/observations?rank=species&quality_grade=casual
8130732 “Casual”
8.19 %

Consistency checking:
17,80 % + 74.01 % + 8.19 % = 100 %


For the rank Family:

https://api.inaturalist.org/v1/observations?rank=family
4203699 observations at rank Family
100 %

https://api.inaturalist.org/v1/observations?rank=family&quality_grade=needs_id
3860377 “Needs ID”
91.83 %

https://api.inaturalist.org/v1/observations?rank=family&quality_grade=research
32 “Research grade”!? Bug or intentional?
Looking at 3 of them, they have “Maverick” with only 3 IDs (2 + 1, not 3 + 1):
https://www.inaturalist.org/observations/136149727
https://www.inaturalist.org/observations/134781504
https://www.inaturalist.org/observations/133800602

https://api.inaturalist.org/v1/observations?rank=family&quality_grade=casual
343289 “Casual”
8.17 %

Consistency checking:
91.83 % + 0 % + 8.17 % = 100 %


For “unknown” observations:

https://api.inaturalist.org/v1/observations?identified=false
3472426 observations without identification
100 %

https://api.inaturalist.org/v1/observations?identified=false&quality_grade=needs_id
338361 “Needs ID”
9.74 %

https://api.inaturalist.org/v1/observations?identified=false&quality_grade=research
2 “Research grade”!? Bug!
Still stranger… For both the “user was suspended”:
https://www.inaturalist.org/observations/42192459
https://www.inaturalist.org/observations/13509863

https://api.inaturalist.org/v1/observations?identified=false&quality_grade=casual
3134069 “Casual”
90.26 %

Consistency checking:
9.74 % + 0 % + 90.26 % = 100 %

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I am surprised to see that more than 90% of the “unknowns” are “casual”.

This suggests that:

  • It is important to label casual observations as such.
  • Most of the work for identifying the “unknowns” is directed toward those that are not “casual” (those that “need ID”).
  • The worst case for an observation of poor value is a casual observation let by the observer without ID.

I think it’s normal, if observation lacks some data user is more likely to not id too, new users like uploading without any id, then many iders mark cultivated plants without iding, it’s not optimal, but when one group of school kids upload a thousand of planted petunias, it’s fine to not id every duplicate and such.

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Needs ID is everything that comes up by default in the identify view. It’s what most people base their identifying effort on. It includes everything that’s not Research Grade or Casual so it doesn’t depend on rank very much, any rank can be casual, and any rank below Family can become Research Grade. It’s interesting to see unknowns as a proportion of all observations, but I think it’s also helpful to see the proportion of unknowns as a fraction of ‘what we have left to do’.

Actually searching for unknowns can miss a subtlety because it actually includes everything outside of an iconic taxon (inc. identified bacteria/viruses etc). Although, to be fair what I should have done is use identified=false like you did earlier: https://www.inaturalist.org/observations?place_id=any&quality_grade=needs_id&subview=map&identified=false (currently 336049 so someone’s done a few today :-D )

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I don’t know if it is still useful, but I make it available.
I can regenerate it later, or with an additional filter (for instance, only >5 year old observations), without additional effort (generated by a software).

Each cell shows:

  • Number of observations (obtained from the API).
  • Percent relative to the row.
  • Global percent.
Casual Needs ID Res. Grade TOTAL
No ID 3,135,380
90.423 %
2.2545 %
332,047
9.5762 %
0.2388 %
2
0.0001 %
0.0000 %
3,467,429
100.00 %
2.4932 %
Stateofmatter 38,641
41.771 %
0.0278 %
53,864
58.228 %
0.0387 %
92,505
100.00 %
0.0665 %
Kingdom 204,408
13.081 %
0.1470 %
1,358,178
86.918 %
0.9766 %
1,562,586
100.00 %
1.1236 %
Phylum 56,438
10.481 %
0.0406 %
482,035
89.518 %
0.3466 %
538,473
100.00 %
0.3872 %
Subphylum 104,380
18.987 %
0.0751 %
445,360
81.012 %
0.3202 %
2
0.0004 %
0.0000 %
549,742
100.00 %
0.3953 %
Superclass 7
7.5269 %
0.0000 %
86
92.473 %
0.0001 %
93
100.00 %
0.0001 %
Class 315,002
16.145 %
0.2265 %
1,635,992
83.853 %
1.1764 %
11
0.0006 %
0.0000 %
1,951,005
100.00 %
1.4029 %
Subclass 10,563
7.1727 %
0.0076 %
136,703
92.826 %
0.0983 %
1
0.0007 %
0.0000 %
147,267
100.00 %
0.1059 %
Infraclass 2,447
17.491 %
0.0018 %
11,543
82.508 %
0.0083 %
13,990
100.00 %
0.0101 %
Subterclass 93
2.5034 %
0.0001 %
3,622
97.496 %
0.0026 %
3,715
100.00 %
0.0027 %
Superorder 1,715
5.0193 %
0.0012 %
32,453
94.980 %
0.0233 %
34,168
100.00 %
0.0246 %
Order 132,123
6.6084 %
0.0950 %
1,867,188
93.391 %
1.3426 %
9
0.0005 %
0.0000 %
1,999,320
100.00 %
1.4376 %
Suborder 20,713
6.0684 %
0.0149 %
320,609
93.929 %
0.2305 %
6
0.0018 %
0.0000 %
341,328
100.00 %
0.2454 %
Infraorder 8,873
4.4119 %
0.0064 %
192,236
95.585 %
0.1382 %
5
0.0025 %
0.0000 %
201,114
100.00 %
0.1446 %
Parvorder 337
14.557 %
0.0002 %
1,978
85.442 %
0.0014 %
2,315
100.00 %
0.0017 %
Zoosection 310
2.1149 %
0.0002 %
14,348
97.885 %
0.0103 %
14,658
100.00 %
0.0105 %
Zoosubsection 588
1.2173 %
0.0004 %
47,714
98.782 %
0.0343 %
48,302
100.00 %
0.0347 %
Superfamily 20,676
4.0005 %
0.0149 %
496,157
95.998 %
0.3568 %
3
0.0006 %
0.0000 %
516,836
100.00 %
0.3716 %
Epifamily 3,299
5.6281 %
0.0024 %
55,318
94.371 %
0.0398 %
58,617
100.00 %
0.0421 %
Family 343,743
8.1660 %
0.2472 %
3,865,692
91.833 %
2.7796 %
31
0.0007 %
0.0000 %
4,209,466
100.00 %
3.0268 %
Subfamily 123,160
8.1979 %
0.0886 %
1,370,367
91.215 %
0.9854 %
8,816
0.5868 %
0.0063 %
1,502,343
100.00 %
1.0803 %
Supertribe 15
1.0691 %
0.0000 %
1,385
98.717 %
0.0010 %
3
0.2138 %
0.0000 %
1,403
100.00 %
0.0010 %
Tribe 62,313
6.0742 %
0.0448 %
955,844
93.175 %
0.6873 %
7,700
0.7506 %
0.0055 %
1,025,857
100.00 %
0.7376 %
Subtribe 13,659
6.7940 %
0.0098 %
186,741
92.885 %
0.1343 %
644
0.3203 %
0.0005 %
201,044
100.00 %
0.1446 %
Genus 2,309,444
13.621 %
1.6606 %
14,314,991
84.431 %
10.293 %
330,037
1.9466 %
0.2373 %
16,954,472
100.00 %
12.191 %
Genushybrid 998
68.875 %
0.0007 %
392
27.053 %
0.0003 %
59
4.0718 %
0.0000 %
1,449
100.00 %
0.0010 %
Subgenus 16,247
3.7380 %
0.0117 %
394,257
90.708 %
0.2835 %
24,139
5.5538 %
0.0174 %
434,643
100.00 %
0.3125 %
Section 21,134
9.1913 %
0.0152 %
203,960
88.703 %
0.1467 %
4,841
2.1054 %
0.0035 %
229,935
100.00 %
0.1653 %
Subsection 1,041
5.8701 %
0.0007 %
16,577
93.475 %
0.0119 %
116
0.6541 %
0.0001 %
17,734
100.00 %
0.0128 %
Complex 15,308
4.7571 %
0.0110 %
259,974
80.788 %
0.1869 %
46,514
14.454 %
0.0334 %
321,796
100.00 %
0.2314 %
Species 8,143,674
8.1912 %
5.8557 %
17,662,142
17.765 %
12.699 %
73,613,533
74.043 %
52.931 %
99,419,349
100.00 %
71.487 %
Hybrid 174,988
54.425 %
0.1258 %
55,820
17.361 %
0.0401 %
90,710
28.213 %
0.0652 %
321,518
100.00 %
0.2312 %
Subspecies 137,149
5.8162 %
0.0986 %
119,582
5.0712 %
0.0860 %
2,101,333
89.112 %
1.5110 %
2,358,064
100.00 %
1.6956 %
Variety 55,998
11.135 %
0.0403 %
57,331
11.400 %
0.0412 %
389,568
77.464 %
0.2801 %
502,897
100.00 %
0.3616 %
Form 6,521
26.831 %
0.0047 %
2,441
10.043 %
0.0018 %
15,342
63.125 %
0.0110 %
24,304
100.00 %
0.0175 %
Infrahybrid 228
7.3572 %
0.0002 %
74
2.3879 %
0.0001 %
2,797
90.254 %
0.0020 %
3,099
100.00 %
0.0022 %
TOTAL 15,481,613
11.132 %
46,955,001
33.762 %
76,636,222
55.105 %
139,072,836
100.00 %
3 Likes

There are many “unknowns” observations that are casual just because they lack observation date (not “verifiable”), although they have a location (which is much more important than a date?).
It’s a pity to miss identifying so many observations just because of that.

Is observation date that important?
Anyway, they have a submission date, which is better than no date at all.
Shouldn’t observations with missing observation date be considered “needs ID” (“verifiable”)?

1 Like

Of course, and also most such misses are on observer not checking how observation is uploaded.

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Date is vital for phenology. When does it bloom, this year, last year, during the drought years, after the Polar Vortex …

Also problems from people battling internet connection, or loadshedding (ask me how I know - but mostly from comments, since my own photos are camera and uploaded thoughtfully much later)

We need to split Captive / Cultivated, better named honestly as Not Wild
from Casual again better named Lacking Data.

And Needs ID should be running independently from Wild / Not / Lacking. Been fighting for that since I landed on iNat.

6 Likes

You are so right, @dianastuder !

3 Likes

Fortenately, I can push the “Casual” and the “Needs ID” to the same projects,
and let you append this filter to the URL, for reviewing only the “Needs ID”:

&quality_grade=needs_id

For instance, from this link (for identifying all the 61 x 30 observations in 3 projects):

image

you would obtain this other URL (only 15 x 30 observations):

https://www.inaturalist.org/observations/identify?quality_grade=casual,needs_id&not_in_project=153322&project_id=153422,153421,153420&identified=false&quality_grade=needs_id


Some questions/responses here:
https://www.inaturalist.org/posts/73398-draft-for-creating-projects-for-unknown-observations

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