teachings

some stuff that I've learned at MTU.

Data Structures

  • BinarySearchTree
  • LinkedList
  • Sorting Algorithms
  • HeapPQ

Implementation of insert() in BinarySearchTree:

private V insert(Position<Entry<K, V>> node, K key, V value) {
   if (node.getElement() == null) {
       tree.setElement(node, new mapEntry<>(key, value));
       size++;
       return null; // First insertion into the node
   }

   int comp = key.compareTo(node.getElement().getKey());
   if (comp == 0) {
       V oldValue = node.getElement().getValue();
       tree.setElement(node, new mapEntry<>(key, value)); 
       return oldValue;
   } else if (comp < 0) {
       if (tree.left(node) == null) {
           tree.addLeft(node, new mapEntry<>(key, value));
           size++;
           return null;
       } else {
           return insert(tree.left(node), key, value);
       }
   } else {
       if (tree.right(node) == null) {
           tree.addRight(node, new mapEntry<>(key, value));
           size++;
           return null;
       } else {
           return insert(tree.right(node), key, value);
       }
   }
}

Data Science

  • Python Scripting
  • Data Wrangling
  • Data Clustering
  • OpenRefine
  • Shell

DATA1201 - 14 Weeks of Learning…

Week Lab Topic Project
Week 1 Starting Linux -
Week 2 Command Line Basics -
Week 3 Working with Files -
Week 4 Markdown This Readme
Week 5 git GitHub Setup
Week 6 Scripting lab6q2.sh
Week 7 More git index.md
Week 8 — —
Week 9 .bashrc + Scripts populate.sh
Week 10 Data Clustering OpenRefine
Week 11 Reconciliation backup.tar
Week 12 Process Manipulating tmux
Week 13 Regular Expression regex101
Week 14 Finals Week thatsmyname!

Example Cleaned .csv file for species:

recordID,species,scientificName,gbif_JSON,gbif_family,EOL-ID,genus,species
(scientific),mo,dy,yr,period,plot,note1,stake,locality,coordinates,county,state,country,sex
7020,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilis,harrisi,11,21,1982,63,24,13,72,Muscogee-Rerdido [Perdido] River.,30.44972|-87.38167,Escambia,Florida,United States of America,
7645,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,4,16,1983,67,24,13,21,near Lake Lindsey.,28.63444|-82.35944,Hernando,Florida,United States of America,
8641,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisi,11,13,1983,74,15,13,25,road to St. Mark's lighthouse; St. Mark's Wildlife Refuge.,,Wakulla,Florida,United States of America,
9495,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,8,26,1984,82,9,13,21,3.5 miles north of Allicance Cross Road on Fla. Rt. 71.,,Jackson,Florida,United States of America,
9583,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,9,30,1984,83,15,13,37,"St. Vincent Island, wet swale",,NULL,NULL,UNITED STATES,
9862,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,1,20,1985,86,13,13,11,"Eagle Mountain Trailhead, Clearwater National Forest",46.33778|-115.11639,Idaho,Idaho,UNITED STATES,
9882,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,1,20,1985,86,15,13,31,"Eagle Mountain Trailhead, Clearwater National Forest",46.33778|-115.11639,Idaho,Idaho,UNITED STATES,
9891,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,1,20,1985,86,1,13,43,"Split Creek Trail, Nez Perce National Forest",45.45|-115.91667,Idaho,Idaho,UNITED STATES,
9939,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,2,16,1985,87,20,13,25,"Split Creek Trail, Nez Perce National Forest",45.45|-115.91667,Idaho,Idaho,UNITED STATES,
10153,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,4,20,1985,-88,24,13,15,"Split Creek Trail, Nez Perce National Forest",45.45|-115.91667,Idaho,Idaho,UNITED STATES,
10450,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,6,15,1985,90,19,13,13,"Canyon Creek Trailhead, Clearwater National Forest",45.389905|-114.804434,Idaho,Idaho,UNITED STATES,
10498,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,6,16,1985,90,3,13,24,"FS Rd 25 4.6 mi S of FS Rd 300, Gifford Pinchot National Forest",,Lewis,Washington,UNITED STATES,
10509,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,6,16,1985,90,15,13,33,"FS Rd 25 4.6 mi S of FS Rd 300, Gifford Pinchot National Forest",,Lewis,Washington,UNITED STATES,
10694,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,8,20,1985,92,15,13,33,"FS Rd 25 4.6 mi S of FS Rd 300, Gifford Pinchot National Forest",,Lewis,Washington,UNITED STATES,
15510,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,2,4,1989,131,12,13,27,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
15588,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,2,5,1989,131,7,13,22,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
15624,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,2,5,1989,131,15,13,44,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
15784,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,3,13,1989,132,13,13,76,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
15950,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,4,2,1989,133,20,13,53,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
15974,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,5,9,1989,134,24,13,14,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16098,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,6,3,1989,135,18,13,16,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16121,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,6,3,1989,135,18,13,47,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16128,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,6,3,1989,135,18,13,56,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16175,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,6,4,1989,135,15,13,34,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16184,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,6,4,1989,135,15,13,43,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16230,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,7,3,1989,136,7,13,32,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16240,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,7,3,1989,136,12,13,51,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16242,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,7,3,1989,136,7,,51,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16260,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,7,3,1989,136,12,13,72,Copalinga Private Reserve-red trail (1420m),,NULL,Zamora-Chinchipe Province,ECUADOR,
16263,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,7,3,1989,136,23,13,73,Copalinga Private Reserve-red trail (1420m),,NULL,Zamora-Chinchipe Province,ECUADOR,
16288,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,7,4,1989,136,15,13,25,Copalinga Private Reserve-red trail (1420m),,NULL,Zamora-Chinchipe Province,ECUADOR,
16294,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,7,4,1989,136,8,13,33,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16404,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,7,30,1989,137,13,13,61,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16481,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,9,4,1989,138,14,13,65,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16496,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,10,7,1989,139,18,13,15,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16564,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,10,8,1989,139,15,13,45,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16572,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,10,8,1989,139,13,13,61,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16678,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,11,5,1989,140,14,13,32,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16688,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,11,5,1989,140,15,13,42,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
16901,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,1,6,1990,142,12,13,37,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
17020,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,1,29,1990,143,12,13,47,Copalinga Private Reserve-red trail (1420m),,NULL,Zamora-Chinchipe Province,ECUADOR,
17026,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,1,29,1990,143,20,13,52,Copalinga Private Reserve-red trail (1420m),,NULL,Zamora-Chinchipe Province,ECUADOR,
17204,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,2,25,1990,144,14,13,41,Copalinga Private Reserve-red trail (1420m),,NULL,Zamora-Chinchipe Province,ECUADOR,
17373,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,4,24,1990,146,18,13,15,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
17416,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,4,25,1990,146,15,13,25,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,
17488,AH,Ammospermophilus harrisii harrisii (Audubon &amp; Bachman 1854),"{""usageKey"":2437568,""scientificName"":""Ammospermophilus harrisii (Audubon & Bachman, 1854)"",""canonicalName"":""Ammospermophilus harrisii"",""rank"":""SPECIES"",""status"":""ACCEPTED"",""confidence"":99,""matchType"":""EXACT"",""kingdom"":""Animalia"",""phylum"":""Chordata"",""order"":""Rodentia"",""family"":""Sciuridae"",""genus"":""Ammospermophilus"",""species"":""Ammospermophilus harrisii"",""kingdomKey"":1,""phylumKey"":44,""classKey"":359,""orderKey"":1459,""familyKey"":9456,""genusKey"":2437567,""speciesKey"":2437568,""synonym"":false,""class"":""Mammalia""}",Sciuridae,pages/4466680,Ammospermophilus,harrisii,5,23,1990,147,18,13,15,Copalinga Private Reserve-blue trail (1050m-C),,NULL,Zamora-Chinchipe Province,ECUADOR,