Protein Family IF03708

Metagenome Isolate
194 Members
76 Samples
174 Scaffolds
637.15 Avg Length

🧬 Representative Sequence

ID
3300012824|Ga0160469_100036|Ga0160469_10003685
Length
690 aa
Sequence
MLIWLIFKQTFDMGFNAKLKKILVIKANNLWRYLVINYIFTAPFTKNIRLMARLNLLEETRFEKLPVTVFKNPKEASINVAHRIANIIRAKQESNLLAVLGLATGATPVGVYAELVRLHKEEGLSFRNVVTFNLDEYYPMQPTAAQSYVSFMNEQLFDHIDIDKANVHIPDGTLKLEDIPAFCLAYEQKIGEFGGLDIQILGIGRTGHIGFNEPGSAPNSGTRLVTLDDLTRRDAARDFGGKSFVPTKAITMGIGTIFKAKEIILMAWNTKKASIIKKAVEGEISSEVPATYLQLSDHVEFILDEDAASLLTRFDTPWLVKDCIWTEALTRKAVIWLANTLSKPILKLTEDDFNNNGMAQLALEKGPVYNINIHIFNKLQHTITGWPGGKPNADDTQRPERAEPAQKRVVIFSPHPDDDVISMGGTFIRLVDQKHDVHVAYQTSGNTAVWDDDVLRFVEFNIDFAEKMGLGNPELKEMYQRMREFIDAKKPNQVDTPEIQTVKGLIRKGEAIAGARYCGLEDDHIHFMALPFYESGKSQKNPVTEADVILTMELLQKIKPEQIFAAGDFEDPHGTHIVCFNIIIEALRRLKQTESWVNDCWLWMYRGAWLEFEPHEIEMAVPLSPQEVERKKFAIFKHQSQKDRAVFPGDDAREFWKRAEDRNRETAQAYDDLGLANYEAMEAFVRYKF*

📊 Sample Types

Isolate 10.3%
Metagenome 89.7%
MAG 0.0%
Metatranscriptome 0.0%
Single Cell 0.0%

🐛 Taxa Family Distribution

Kalotermitidae 20.3%
Termitidae 20.3%
Culicidae 14.5%
Unclassified 11.6%
Armadillidiidae 8.7%
Rhinotermitidae 4.3%
Elmidae 4.3%
Termopsidae 4.3%
Passalidae 2.9%
Formicidae 2.9%
Drosophilidae 1.4%
Blattidae 1.4%
Hydrophilidae 1.4%
Daphniidae 1.4%

🌳 Taxonomy

Archaea 0
Bacteria 177
Eukaryota 0
Viruses 0
Unclassified 17

🗂️ Samples

#Sample IDDescriptionTypeTaxa Family
1 3300042621 Termite gut microbial communities of Reticulitermes flavipes from BAM Federal Institute for Materials Research and Testing, Berlin, Germany - Rs511 Metagenome Rhinotermitidae
2 3300042643 Termite gut microbial communities of Glyptotermes sp. from Ebogo I, Mbalmayo, Cameroon - Gx481 Metagenome Kalotermitidae
3 3300042648 Termite gut microbial communities of Incisitermes snyderi from Fort Lauderdale Research & Education Center, Florida, USA - Iy174 Metagenome Kalotermitidae
4 3300042656 Termite gut microbial communities of Trinervitermes sp. from JKUAT Farm, Juja, Kenya - TD114a Metagenome Termitidae
5 8020009074 Elizabethkingia anophelis MSU001 Isolate Culicidae
6 3300042596 Termite gut microbial communities of Calcaritermes temnocephalus from Boquisco, Panama - Ct408 Metagenome Kalotermitidae
7 3300042605 Termite gut microbial communities of Neotermes cubanus from Parque Nacional Topes de Collantes, Sierra del Escambray, Cuba - Ncb351 Metagenome Kalotermitidae
8 3300042616 Termite gut microbial communities of Neotermes castaneus from BAM Federal Institute for Materials Research and Testing, Berlin, Germany - Nc350 Metagenome Kalotermitidae
9 2820781750 Unclassified Bacteroidetes Emb289P3bin89 Isolate Unclassified
10 2847090942 Elizabethkingia anophelis Ag1 Isolate Culicidae
11 2820183396 Unclassified Planctomycetes Lab288P3bin214 Isolate Unclassified
12 3300000062 Passalidae beetle gut microbial communities from Costa Rica -Larvae (1ML+1BSL) Metagenome Passalidae
13 3300002509 Microcerotermes parvus P4 segment gut microbial communities from Pointe-Noire, Republic of the Congo - Mp193P4 Metagenome Termitidae
14 3300012813 Enriched mosquito-associated microbial communities from UW Madison campus, WI, USA - HID1973I_E11 MG Metagenome Culicidae
15 3300012847 Enriched pill bug-associated microbial communities from UW Madison campus, WI, USA - HID1972M_E1 MG Metagenome Armadillidiidae
16 3300042594 Termite gut microbial communities of Coatitermes kartaboensis from Petit Saut, French Guiana, France - Coa324 Metagenome Termitidae
17 3300042600 Termite gut microbial communities of Euhamitermes sp. from Bubeng, China - Ehx436 Metagenome Termitidae
18 3300042602 Termite gut microbial communities of Mastotermes darwinensis from BAM Federal Institute for Materials Research and Testing, Berlin, Germany - Md513 Metagenome Unclassified
19 3300042608 Termite gut microbial communities of Palmitermes impostor from Petit Saut, French Guiana, France - Pal332 Metagenome Termitidae
20 3300042612 Termite gut microbial communities of Glyptotermes sp. from Ebogo II, Mbalmayo, Cameroon - Gx485 Metagenome Kalotermitidae
21 8114076984 Elizabethkingia anophelis R26 Isolate Culicidae
22 2820759988 Unclassified Bacteroidetes Mp193P4bin4 Isolate Unclassified
23 2864788197 Elizabethkingia anophelis S00027 Isolate Elmidae
24 3300007153 Drosophila gut microbial communities from New York, USA - Drosophila putrida male 3 gut Metagenome Drosophilidae
25 3300010049 Embiratermes neotenicus P3 segment gut microbial communities from Petit-Saut dam, French Guiana - Emb289 P3 Metagenome Termitidae
26 3300010167 Labiotermes labralis P3 segment gut microbial communities from Petit-Saut dam, French Guiana - Lab288 P3 Metagenome Termitidae
27 3300010882 Labiotermes labralis P4 segment gut microbial communities from Petit-Saut dam, French Guiana - Lab288 P4 Metagenome Termitidae
28 3300012829 Enriched pill bug-associated microbial communities from UW Madison campus, WI, USA - HID1972I_E11 MG Metagenome Armadillidiidae
29 3300012839 Enriched mosquito-associated microbial communities from UW Madison campus, WI, USA - HID1973M_E11 MG Metagenome Culicidae
30 3300042625 Termite gut microbial communities of Sphaerotermes sphaerothorax from Ebogo II, Mbalmayo, Cameroon - Sph363 Metagenome Termitidae
31 3300042652 Termite gut microbial communities of Incisitermes marginipennis from BAM Federal Institute for Materials Research and Testing, Berlin, Germany - Im510 Metagenome Kalotermitidae
32 3300042591 Termite gut microbial communities of Coptotermes formosanus from BAM Federal Institute for Materials Research and Testing, Berlin, Germany - Cf509 Metagenome Rhinotermitidae
33 3300042618 Termite gut microbial communities of Procryptotermes leewardensis from Pointe de la Grande Vigie, Guadeloupe, France - Pcl387 Metagenome Kalotermitidae
34 2896330536 Sphingobacterium sp. xlx-96 Isolate
35 2940216256 Dysgonomonadaceae bacterium PH5-43 Isolate Blattidae
36 2225789004 Passalidae beetle gut microbial communities from Costa Rica -Larvae (4BL+4ML+4MSL) Metagenome Passalidae
37 2529292732 Elizabethkingia anophelis R26 Isolate Culicidae
38 3300002464 Anopheles gambiae gut viral communities from New Mexico State University, USA - SM1 Metagenome Culicidae
39 3300009784 Embiratermes neotenicus P4 segment gut microbial communities from Petit-Saut dam, French Guiana - Emb289 P4 Metagenome Termitidae
40 3300012806 Enriched millipede-associated microbial communities from UW Madison campus, WI, USA - HID1971M_E1 MG Metagenome
41 3300012832 Enriched mosquito-associated microbial communities from UW Madison campus, WI, USA - HID1973I_E6 MG Metagenome Culicidae
42 3300012858 Enriched pill bug-associated microbial communities from UW Madison campus, WI, USA - HID1972M_E6 MG Metagenome Armadillidiidae
43 3300012845 Enriched mosquito-associated microbial communities from UW Madison campus, WI, USA - HID1973M_E6 MG Metagenome Culicidae
44 3300012848 Enriched pill bug-associated microbial communities from UW Madison campus, WI, USA - HID1972I_E1 MG Metagenome Armadillidiidae
45 3300042624 Termite gut microbial communities of Zootermopsis nevadensis from Mount Pinos, Los Padres National Forest, California, USA - Zx50 Metagenome Termopsidae
46 2864923010 Elizabethkingia anophelis S00177 Isolate Elmidae
47 2896321640 Sphingobacterium sp. xlx-130 Isolate
48 2820748953 Unclassified Bacteroidetes Nt197P4bin17 Isolate Unclassified
49 3300007188 Ant gut microbial communities from Cephalotes rohweri, Arizona, USA Metagenome Formicidae
50 3300012824 Enriched pill bug-associated microbial communities from UW Madison campus, WI, USA - HID1972M_E11 MG Metagenome Armadillidiidae
51 3300012849 Enriched mosquito-associated microbial communities from UW Madison campus, WI, USA - HID1973K_E1 MG Metagenome Culicidae
52 3300042601 Termite gut microbial communities of Hodotermopsis sjoestedti from Tam Dao National Park, Vietnam - Hs463 Metagenome Unclassified
53 3300042609 Termite gut microbial communities of Prorhinotermes canalifrons from BAM Federal Institute for Materials Research and Testing, Berlin, Germany - Pc512 Metagenome Rhinotermitidae
54 3300042620 Termite gut microbial communities of Roisinitermes ebogoensis from Ebogo II, Mbalmayo, Cameroon - Roe453 Metagenome Kalotermitidae
55 2864948220 Elizabethkingia anophelis S00205 Isolate Elmidae
56 2873776654 Pedobacter sp. HDW13 Isolate Hydrophilidae
57 2590828803 Pedobacter glucosidilyticus DD6b Isolate Daphniidae
58 2820171952 Unclassified Planctomycetes Th196P3bin88 Isolate Unclassified
59 3300002462 Microcerotermes parvus P4 segment gut microbial communities from Pointe-Noire, Republic of the Congo - Th196 P4 Metagenome Termitidae
60 3300012818 Enriched millipede-associated microbial communities from UW Madison campus, WI, USA - HID1971M_E0 MG Metagenome
61 3300012846 Enriched pill bug-associated microbial communities from UW Madison campus, WI, USA - HID1972K_E0 MG Metagenome Armadillidiidae
62 3300042636 Termite gut microbial communities of Glyptotermes sp. from Thung Chang, Thailand - Gsp477 Metagenome Kalotermitidae
63 3300042649 Termite gut microbial communities of Procubitermes c.f. undulans from Ebogo II, Mbalmayo, Cameroon - Pcu381 Metagenome Termitidae
64 3300042598 Termite gut microbial communities of Furculitermes sp. from Ebogo II, Mbalmayo, Cameroon - Fux382 Metagenome Termitidae
65 3300042615 Termite gut microbial communities of Kalotermes flavicollis from BAM Federal Institute for Materials Research and Testing, Berlin, Germany - Kf353 Metagenome Kalotermitidae
66 2896350215 Sphingobacterium sp. xlx-183 Isolate
67 2820189034 Unclassified Planctomycetes Emb289P4bin17 Isolate Unclassified
68 3300002504 Neocapritermes taracua P4 segment gut microbial communities from Petit-Saut dam, French Guiana - Nt197 P4 Metagenome Termitidae
69 3300007129 Ant gut microbial communities from Cephalotes atratus, Brazil Metagenome Formicidae
70 3300012803 Enriched millipede-associated microbial communities from UW Madison campus, WI, USA - HID1971K_E11 MG Metagenome
71 3300012814 Enriched millipede-associated microbial communities from UW Madison campus, WI, USA - HID1971K_E6 MG Metagenome
72 3300042655 Termite gut microbial communities of Porotermes quadricollis from Region del Maule, Estero Los Robles, Chile - Pq454 Metagenome Termopsidae
73 3300042590 Termite gut microbial communities of Cryptotermes cavifrons from Fort Lauderdale Research & Education Center, Florida, USA - Cc175 Metagenome Kalotermitidae
74 3300042593 Termite gut microbial communities of Cryptotermes dudleyi from BAM Federal Institute for Materials Research and Testing, Berlin, Germany - Cd354 Metagenome Kalotermitidae
75 3300042606 Termite gut microbial communities of Neotermes meruensis from Talek, Kenya - Nm470 Metagenome Kalotermitidae
76 3300042619 Termite gut microbial communities of Porotermes adamsoni from near Lamington National Park, Queensland, Australia - Po218 Metagenome Termopsidae

🔗 Scaffolds

#ScaffoldSampleTaxonomyLength
1 Ga0466705_051321 3300042612 Bacteria 4593
2 Ga0466705_101267 3300042612 Bacteria 29771
3 Ga0160467_102424 3300012829 Unclassified 4196
4 Ga0160443_100016 3300012848 Bacteria 435403
5 Ga0466696_493692 3300042596 Unclassified 2416
6 Ga0123357_10073865 3300009784 Bacteria 4514
7 Ga0123354_10074545 3300010882 Bacteria 4861
8 Ga0466703_065265 3300042636 Bacteria 23976
9 Ga0466703_258097 3300042636 Bacteria 4845
10 Ga0466709_210499 3300042648 Bacteria 9517
11 Ga0466728_194825 3300042620 Bacteria 21549
12 Ga0466700_233307 3300042600 Bacteria 6767
13 Ga0466707_078015 3300042601 Bacteria 10444
14 Ga0466713_132765 3300042602 Bacteria 3403
15 JGI24699J35502_11134042 3300002509 Bacteria 26389
16 Ga0466705_003446 3300042612 Bacteria 15410
17 Ga0466705_006775 3300042612 Bacteria 13938
18 Ga0160433_100528 3300012846 Bacteria 17507
19 Ga0160443_100178 3300012848 Bacteria 86124
20 Ga0160457_1000934 3300012858 Bacteria 9904
21 Ga0466692_033411 3300042591 Bacteria 31153
22 Ga0466691_044225 3300042593 Bacteria 8455
23 Ga0123357_10004370 3300009784 Bacteria 16570
24 Ga0123353_10000170 3300010167 Bacteria 82296
25 Ga0123354_10001028 3300010882 Bacteria 31976
26 Ga0123354_10074322 3300010882 Bacteria 4870
27 Ga0123354_10167167 3300010882 Bacteria 2580
28 Ga0466735_042864 3300042624 Bacteria 10108
29 Ga0466703_038715 3300042636 Bacteria 9439
30 Ga0466703_133580 3300042636 Unclassified 6374
31 Ga0466704_441206 3300042643 Bacteria 2555
32 Ga0466708_108530 3300042652 Bacteria 10315
33 Ga0466711_046606 3300042615 Bacteria 4075
34 Ga0466715_061343 3300042616 Bacteria 29680
35 Ga0466723_221008 3300042618 Bacteria 5281
36 Ga0466728_224001 3300042620 Bacteria 15029
37 Ga0466728_302806 3300042620 Bacteria 4786
38 Ga0466707_139797 3300042601 Bacteria 27173
39 Ga0466713_068672 3300042602 Bacteria 133468
40 Ga0466732_091754 3300042656 Bacteria 8394
41 Ga0160470_101126 3300012813 Bacteria 7139
42 Ga0160469_100036 3300012824 Bacteria 248494
43 Ga0160472_102023 3300012839 Bacteria 4982
44 Ga0160460_100018 3300012845 Bacteria 384310
45 Ga0466691_199278 3300042593 Unclassified 2847
46 Ga0160442_100009 3300012806 Bacteria 498468
47 Ga0466703_108892 3300042636 Bacteria 9735
48 Ga0466704_149970 3300042643 Bacteria 7798
49 Ga0466709_187446 3300042648 Unclassified 6341
50 Ga0466724_07109 3300042649 Bacteria 285871
51 Ga0466727_208446 3300042655 Unclassified 2711
52 Ga0466711_209316 3300042615 Bacteria 4616
53 Ga0466723_001273 3300042618 Unclassified 15156
54 Ga0466723_289517 3300042618 Bacteria 37052
55 Ga0466726_160396 3300042619 Bacteria 3282
56 Ga0466726_181609 3300042619 Unclassified 3360
57 Ga0466729_130247 3300042621 Bacteria 11158
58 Ga0466707_110088 3300042601 Bacteria 10859
59 Ga0466707_277995 3300042601 Bacteria 30942
60 Ga0466719_004373 3300042606 Bacteria 4144
61 Ga0466719_336452 3300042606 Bacteria 18690
62 Ga0466722_031037 3300042609 Bacteria 32845
63 IMNBL1DRAFT_c0000059 3300000062 Bacteria 103534
64 JGI24702J35022_10013683 3300002462 Bacteria 4487
65 JGI24705J35276_12236930 3300002504 Bacteria 9304
66 Ga0104050_1000408 3300007153 Bacteria 17623
67 Ga0466694_067690 3300042594 Bacteria 6285
68 Ga0466696_317252 3300042596 Bacteria 26380
69 Ga0123357_10011925 3300009784 Unclassified 11180
70 Ga0123356_10007617 3300010049 Bacteria 10791
71 Ga0123354_10098924 3300010882 Bacteria 3963
72 Ga0466703_048318 3300042636 Bacteria 4432
73 Ga0466708_102874 3300042652 Bacteria 13277
74 Ga0466727_155329 3300042655 Bacteria 4700
75 Ga0466727_225049 3300042655 Bacteria 48864
76 Ga0466723_009425 3300042618 Unclassified 14053
77 Ga0466726_064923 3300042619 Bacteria 35500
78 Ga0466719_150214 3300042606 Bacteria 4255
79 JGI24702J35022_10000748 3300002462 Bacteria 20039
80 Meta3P_1005320 3300002464 Bacteria 16096
81 Ga0466690_072332 3300042590 Bacteria 13586
82 Ga0466690_077745 3300042590 Bacteria 4216
83 Ga0466690_176802 3300042590 Unclassified 5531
84 Ga0466690_306822 3300042590 Bacteria 8795
85 Ga0466692_005139 3300042591 Bacteria 14057
86 Ga0466691_005217 3300042593 Bacteria 4932
87 Ga0466696_101904 3300042596 Bacteria 2541
88 Ga0123357_10072915 3300009784 Bacteria 4547
89 Ga0123353_10044332 3300010167 Bacteria 7051
90 Ga0123354_10009925 3300010882 Bacteria 14636
91 Ga0466735_210459 3300042624 Bacteria 2447
92 Ga0466730_103184 3300042625 Bacteria 430539
93 Ga0466703_023808 3300042636 Bacteria 16050
94 Ga0466703_116882 3300042636 Bacteria 19357
95 Ga0466703_119071 3300042636 Bacteria 1933
96 Ga0466704_435480 3300042643 Bacteria 5122
97 Ga0466708_191459 3300042652 Bacteria 24833
98 Ga0466727_295439 3300042655 Bacteria 3088
99 Ga0466711_210973 3300042615 Bacteria 4944
100 Ga0466711_240788 3300042615 Bacteria 28743
101 Ga0466716_468493 3300042605 Bacteria 7198
102 Ga0466719_263084 3300042606 Bacteria 4335
103 Ga0466719_341183 3300042606 Bacteria 5234
104 Ga0466719_434037 3300042606 Bacteria 3196
105 Ga0466722_115004 3300042609 Bacteria 20501
106 2227571846 2225789004 Bacteria 13891
107 2227591287 2225789004 Bacteria 47447
108 Ga0160432_100009 3300012818 Bacteria 463846
109 Ga0160445_100097 3300012847 Bacteria 88551
110 Ga0466690_069865 3300042590 Bacteria 123255
111 Ga0466690_078609 3300042590 Bacteria 19853
112 Ga0466691_105532 3300042593 Unclassified 9131
113 Ga0123357_10040873 3300009784 Unclassified 6306
114 Ga0123357_10088519 3300009784 Bacteria 4046
115 Ga0123353_10000126 3300010167 Bacteria 92081
116 Ga0123353_10002387 3300010167 Bacteria 23333
117 Ga0123354_10005017 3300010882 Bacteria 19054
118 Ga0160465_100022 3300012803 Bacteria 240640
119 Ga0466735_005086 3300042624 Bacteria 4352
120 Ga0466703_111608 3300042636 Bacteria 6257
121 Ga0466703_347931 3300042636 Bacteria 3685
122 Ga0466711_200748 3300042615 Bacteria 12913
123 Ga0466715_051231 3300042616 Bacteria 18964
124 Ga0466723_056300 3300042618 Unclassified 2383
125 Ga0466723_224472 3300042618 Bacteria 6840
126 Ga0466700_420445 3300042600 Bacteria 11519
127 Ga0466713_118181 3300042602 Bacteria 33659
128 Ga0466721_027659 3300042608 Bacteria 23126
129 Ga0466722_029202 3300042609 Bacteria 3971
130 Ga0466722_051082 3300042609 Bacteria 7975
131 IMNBL1DRAFT_c0010239 3300000062 Bacteria 4520
132 JGI24705J35276_12233337 3300002504 Bacteria 4786
133 Ga0103264_1000036 3300007188 Bacteria 135516
134 Ga0160447_100011 3300012849 Bacteria 463863
135 Ga0160457_1001359 3300012858 Bacteria 6915
136 Ga0466692_157590 3300042591 Bacteria 38629
137 Ga0466691_047346 3300042593 Bacteria 83606
138 Ga0466691_149143 3300042593 Unclassified 6894
139 Ga0466696_296361 3300042596 Bacteria 4167
140 Ga0466696_404494 3300042596 Bacteria 10074
141 Ga0466704_035412 3300042643 Bacteria 12793
142 Ga0466724_03024 3300042649 Bacteria 37478
143 Ga0466727_005462 3300042655 Bacteria 10569
144 Ga0466715_005641 3300042616 Bacteria 12118
145 Ga0466715_116663 3300042616 Bacteria 3105
146 Ga0466715_150928 3300042616 Bacteria 15397
147 Ga0466715_609872 3300042616 Bacteria 16369
148 Ga0466723_083930 3300042618 Bacteria 2883
149 Ga0466701_049645 3300042598 Bacteria 111192
150 Ga0466707_218843 3300042601 Bacteria 12671
151 JGI24702J35022_10004123 3300002462 Bacteria 8683
152 JGI24699J35502_11133484 3300002509 Bacteria 10983
153 Ga0104050_1030992 3300007153 Bacteria 3757
154 Ga0123357_10001051 3300009784 Bacteria 28363
155 Ga0160453_100030 3300012814 Bacteria 200207
156 Ga0160458_100013 3300012832 Unclassified 338468
157 Ga0160433_100128 3300012846 Bacteria 68674
158 Ga0466696_360990 3300042596 Bacteria 2976
159 Ga0123353_10295694 3300010167 Bacteria 2476
160 Ga0123354_10000098 3300010882 Bacteria 64634
161 Ga0123354_10072987 3300010882 Bacteria 4936
162 Ga0123354_10212707 3300010882 Bacteria 2083
163 Ga0466735_009936 3300042624 Bacteria 4814
164 Ga0466704_131642 3300042643 Bacteria 4544
165 Ga0466709_198753 3300042648 Bacteria 24006
166 Ga0466709_361456 3300042648 Bacteria 16730
167 Ga0466708_180430 3300042652 Bacteria 43555
168 Ga0466715_016340 3300042616 Bacteria 15370
169 Ga0466723_083397 3300042618 Unclassified 12883
170 Ga0466722_034775 3300042609 Bacteria 6825
171 JGI24699J35502_11134141 3300002509 Bacteria 36920
172 Ga0102734_1000057 3300007129 Bacteria 35889
173 Ga0123357_10000341 3300009784 Bacteria 44180
174 Ga0123357_10000419 3300009784 Bacteria 40548

🧩 MSA Aligner

🔬 Functional Annotation

PFAM IDNameDescriptionStartEndAccuracy
PF01182 Glucosamine_iso Glucosamine-6-phosphate isomerases/6-phosphogluconolactonase 72 294 0.84
PF02585 PIG-L GlcNAc-PI de-N-acetylase 411 586 0.83

🌐 Gene Ontology Annotation

PFAMGO TermDescriptionCategory
PF01182 GO:0005975 carbohydrate metabolic process BP

🗺️ Geographic Distribution

Some samples may be missing due to lack of coordinate data.