José R. Ferrer-Paris
23 de julio de 2025
20 de noviembre de 2025
En este documento muestro un resumen de las observaciones realizadas en iNaturalist durante mis años de trabajo en la iniciativa NeoMapas.
Attaching package: 'lubridate'The following objects are masked from 'package:base':
date, intersect, setdiff, union
Attaching package: 'dplyr'The following objects are masked from 'package:stats':
filter, lagThe following objects are masked from 'package:base':
intersect, setdiff, setequal, unionhere() starts at /Users/z3529065/proyectos/CES/code-4-iNatif (!dir.exists(here::here("data")))
dir.create(here::here("data"))
inat_obs_data <- here::here("data", "inat-obs.rds")
if (file.exists(inat_obs_data)) {
user_obs <- readRDS(inat_obs_data)
} else {
user_obs <- get_inat_obs_user("NeoMapas",maxresults = 5000) |>
mutate(dts=date(datetime), year=year(dts), month=month(dts))
saveRDS(user_obs, inat_obs_data)
}lookup <- c(name="scientific_name",
user="user_login",
#date="observed_on",
taxonid="id",
taxon="iconic_taxon_name",
kingdom="taxon_kingdom_name",
phylum="taxon_phylum_name",
class="taxon_class_name",
order="taxon_order_name",
genus="taxon_genus_name"
)
NeoMapas_obs <- user_obs |>
mutate(date=ymd(observed_on),
filter1 = grepl("Muestreos de NeoMapas", tag_list),
URA=str_extract(tag_list,"NM[0-9]+")) |>
rename(any_of(lookup)) |>
filter(
latitude > 0 &
latitude <13 &
longitude < -60 &
longitude > -75) |>
filter(filter1 | year(date) %in% 2003:2012)
Cordillera de Mérida
72 1
endemic butterflies georeference needs fixing
1 1
Laguna de Mucubají Mamíferos
1 1
Mariposas de Maracaibo Mariposas de Venezuela
2 1
Muestreos de NeoMapas NeoMapas
338 1
NM02 NM03
11 2
NM05 NM09
3 5
NM1 NM16
1 2
NM18 NM19
4 4
NM20 NM22
1 4
NM24 NM25
3 1
NM26 NM27
30 7
NM4 NM50
4 6
NM6 NM92
1 13
Paramos páramos
1 1
parques nacionales Wrong location information
1 1
NM02 NM03 NM05 NM09 NM1 NM16 NM18 NM19 NM20 NM22 NM24 NM25 NM26 NM27 NM4 NM50
11 2 3 5 1 2 4 4 1 4 3 1 30 7 4 6
NM6 NM92
1 13 [1] name place_guess url
<0 rows> (or 0-length row.names) name
1 Bradypus variegatus
2 Anolis onca
3 Clusia grandiflora
4 Clusia grandiflora
5 Dryas iulia
6 Phoebis agarithe
7 Phoebis sennae marcellina
8 Anartia amathea
9 Spirobolida
10 Apoica
11 Eupsittula pertinax
12 Pelecanus occidentalis
13 Espeletia marcescens
14 Phareicranaus albilineatus
15 Comparettia
16 Cyrtochilum
17 Hesperiidae
18 Heliconiini
19 Eupsittula pertinax
20 Eupsittula pertinax
21 Megascops choliba
22 Tabebuia
23 Zephyranthes
24 Opuntia
25 Opuntia caracassana
26 Stapelia gigantea
27 Eupsittula pertinax
28 Eupsittula pertinax
29 Phrictus
30 Erythrina
31 Bembix
32 Ipomoea
33 Pyrocephalus rubinus
34 Kalanchoe × houghtonii
35 Procnias averano
36 Palythoa caribaeorum
37 Faviinae
38 Thalassoma bifasciatum
39 Palythoa caribaeorum
40 Cactoideae
41 Cylindropuntia caribaea
42 Cephalotes
43 Tribulus cistoides
44 Pontederia crassipes
45 Kricogonia lyside
46 Coragyps atratus
47 Stenocereus griseus
48 Magnoliopsida
49 Ceiba pentandra
50 Hura crepitans
51 Trichonephila clavipes
52 Stenocereus griseus
53 Stenocereus griseus
54 Poaceae
55 Acanthocereus tetragonus
56 Tillandsia
57 Cylindropuntia caribaea
58 Kalanchoe × houghtonii
59 Diaethria
60 Megarynchus pitangua
61 Heliodoxa leadbeateri
62 Pithecellobium
63 Libidibia coriaria
64 Ortalis ruficauda
65 Psalidognathus friendii
66 Charidotis abrupta
67 Melitaeini
68 Arecaceae
69 Utricularia alpina
70 Guzmania lingulata
71 Pharneuptychia estoraquensis
72 Catasticta hebra
place_guess
1 F5V6+76M East Park, Avenida Francisco de Miranda, Caracas 1071, Miranda, Venezuela
2 Rosario de Perijá, Zulia, VE
3 Canaima National Park, Canaima, Sifontes, Bolívar, VE
4 Canaima National Park, Canaima, Sifontes, Bolívar, VE
5 Piar, Bolívar, VE
6 Piritu, Falcón, Venezuela
7 Piritu, Falcón, Venezuela
8 Ayacucho, Táchira, Venezuela
9 Silva, Falcón, Venezuela
10 Colina, Falcón, Venezuela
11 Punceres, Monagas, Venezuela
12 El Guamache 6318, Nueva Esparta, Venezuela
13 Uribante, 5058, Táchira, Venezuela
14 92Q7+W9P, Parroquia Macarao 1204, Miranda, Venezuela
15 927M+778, San Antonio de Los Altos 1204, Miranda, Venezuela
16 927M+778, San Antonio de Los Altos 1204, Miranda, Venezuela
17 927M+778, San Antonio de Los Altos 1204, Miranda, Venezuela
18 927M+778, San Antonio de Los Altos 1204, Miranda, Venezuela
19 Carirubana, Falcón, Venezuela
20 San José de Cocodite 4150, Falcón, Venezuela
21 Andrés Eloy Blanco, Lara, VE
22 Jiménez, Lara, VE
23 Cerro Saroche, Iribarren, Lara, VE
24 Cerro Saroche, Iribarren, Lara, VE
25 Cerro Saroche, Iribarren, Lara, VE
26 Cerro Saroche, Iribarren, Lara, VE
27 Bruzual, Anzoátegui, VE
28 Mochima, Sucre, Sucre, VE
29 Diego Ibarra, Carabobo, VE
30 Sucre, Falcón, VE
31 Colina, Falcón, VE
32 Colina, Falcón, VE
33 Colina, Falcón, VE
34 Federación, Falcón, VE
35 Bolivar, Falcón, Venezuela
36 Vargas, La Guaira, Venezuela
37 Vargas, La Guaira, Venezuela
38 Vargas, La Guaira, Venezuela
39 Vargas, La Guaira, Venezuela
40 Miranda, Falcón, Venezuela
41 Colina, Falcón, Venezuela
42 Mirimire 4110, Falcón, Venezuela
43 Boca de Aroa, Falcón, Venezuela
44 Boca de Uchire, Anzoátegui, Venezuela
45 Urb Los Olivos, Maracaibo, Zulia, Venezuela
46 Colina, Falcón, Venezuela
47 Colina, Falcón, Venezuela
48 Municipio Zamora 4134, Falcón, Venezuela
49 Municipio Zamora 4134, Falcón, Venezuela
50 Municipio Zamora 4134, Falcón, Venezuela
51 Municipio Zamora 4134, Falcón, Venezuela
52 Colina, Falcón, Venezuela
53 Colina, Falcón, Venezuela
54 Colina, Falcón, Venezuela
55 Colina, Falcón, Venezuela
56 Colina, Falcón, Venezuela
57 Colina, Falcón, Venezuela
58 Colina, Falcón, Venezuela
59 92Q7+W9P, Parroquia Macarao 1204, Miranda, Venezuela
60 88X8+R6W, El Limon 2105, Aragua, Venezuela
61 88X8+R6W, El Limon 2105, Aragua, Venezuela
62 Guajira, Zulia, Venezuela
63 Guajira, Zulia, Venezuela
64 927M+778, San Antonio de Los Altos 1204, Miranda, Venezuela
65 92Q7+W9P, Parroquia Macarao 1204, Miranda, Venezuela
66 2061, Falcón, Venezuela
67 2061, Falcón, Venezuela
68 Península de Paraguaná, 4126, Falcón, Venezuela
69 Península de Paraguaná, 4126, Falcón, Venezuela
70 Península de Paraguaná, 4126, Falcón, Venezuela
71 Península de Paraguaná, 4126, Falcón, Venezuela
72 Municipio Los Salias, 1204, Miranda, Venezuela
url
1 https://www.inaturalist.org/observations/310448733
2 https://www.inaturalist.org/observations/306453787
3 https://www.inaturalist.org/observations/305527737
4 https://www.inaturalist.org/observations/305527719
5 https://www.inaturalist.org/observations/305527445
6 https://www.inaturalist.org/observations/305487532
7 https://www.inaturalist.org/observations/305487531
8 https://www.inaturalist.org/observations/305468002
9 https://www.inaturalist.org/observations/305466738
10 https://www.inaturalist.org/observations/305466736
11 https://www.inaturalist.org/observations/305459572
12 https://www.inaturalist.org/observations/305458610
13 https://www.inaturalist.org/observations/305450168
14 https://www.inaturalist.org/observations/305376031
15 https://www.inaturalist.org/observations/305376024
16 https://www.inaturalist.org/observations/305374547
17 https://www.inaturalist.org/observations/305374546
18 https://www.inaturalist.org/observations/305374545
19 https://www.inaturalist.org/observations/305132097
20 https://www.inaturalist.org/observations/305132093
21 https://www.inaturalist.org/observations/305126947
22 https://www.inaturalist.org/observations/305126915
23 https://www.inaturalist.org/observations/305126908
24 https://www.inaturalist.org/observations/305126900
25 https://www.inaturalist.org/observations/305126889
26 https://www.inaturalist.org/observations/305126853
27 https://www.inaturalist.org/observations/305097927
28 https://www.inaturalist.org/observations/305096883
29 https://www.inaturalist.org/observations/304955984
30 https://www.inaturalist.org/observations/304951231
31 https://www.inaturalist.org/observations/304946606
32 https://www.inaturalist.org/observations/304944882
33 https://www.inaturalist.org/observations/304940311
34 https://www.inaturalist.org/observations/304935696
35 https://www.inaturalist.org/observations/304913026
36 https://www.inaturalist.org/observations/304204148
37 https://www.inaturalist.org/observations/304204147
38 https://www.inaturalist.org/observations/304204146
39 https://www.inaturalist.org/observations/304204145
40 https://www.inaturalist.org/observations/303405875
41 https://www.inaturalist.org/observations/303405870
42 https://www.inaturalist.org/observations/303396498
43 https://www.inaturalist.org/observations/303396489
44 https://www.inaturalist.org/observations/303394553
45 https://www.inaturalist.org/observations/302326763
46 https://www.inaturalist.org/observations/302325293
47 https://www.inaturalist.org/observations/302325289
48 https://www.inaturalist.org/observations/302311845
49 https://www.inaturalist.org/observations/302311842
50 https://www.inaturalist.org/observations/302311841
51 https://www.inaturalist.org/observations/302311840
52 https://www.inaturalist.org/observations/302310186
53 https://www.inaturalist.org/observations/302310185
54 https://www.inaturalist.org/observations/302310184
55 https://www.inaturalist.org/observations/302310183
56 https://www.inaturalist.org/observations/302309032
57 https://www.inaturalist.org/observations/302308336
58 https://www.inaturalist.org/observations/302308333
59 https://www.inaturalist.org/observations/301443016
60 https://www.inaturalist.org/observations/300631155
61 https://www.inaturalist.org/observations/300630440
62 https://www.inaturalist.org/observations/266331220
63 https://www.inaturalist.org/observations/266329015
64 https://www.inaturalist.org/observations/265813481
65 https://www.inaturalist.org/observations/250987688
66 https://www.inaturalist.org/observations/81245546
67 https://www.inaturalist.org/observations/81245545
68 https://www.inaturalist.org/observations/81242836
69 https://www.inaturalist.org/observations/81242834
70 https://www.inaturalist.org/observations/81242833
71 https://www.inaturalist.org/observations/81242832
72 https://www.inaturalist.org/observations/53031599---
title: "Observaciones de la iniciativa NeoMapas en iNaturalist"
author: "José R. Ferrer-Paris"
date: "2025-07-23"
date-modified: last-modified
categories: [R, rinat, Español, Venezuela]
output: html_document
editor_options:
chunk_output_type: console
execute:
echo: true
message: true
warning: true
format:
html:
code-tools:
source: true
caption: "Code for this document"
image: "https://inaturalist-open-data.s3.amazonaws.com/photos/2002533/medium.jpg"
image-alt: "(c) JR Ferrer-Paris, some rights reserved (CC BY)"
lang: es
---
En este documento muestro un resumen de las observaciones realizadas en iNaturalist durante mis años de trabajo en la iniciativa NeoMapas.
## Cargar paquetes
```{r setup}
library(rinat)
library(stringr)
library(lubridate)
library(dplyr)
```
## Leer datos de iNaturalist
```{r download}
here::i_am("projects/NeoMapas-dashboard.qmd")
if (!dir.exists(here::here("data")))
dir.create(here::here("data"))
inat_obs_data <- here::here("data", "inat-obs.rds")
if (file.exists(inat_obs_data)) {
user_obs <- readRDS(inat_obs_data)
} else {
user_obs <- get_inat_obs_user("NeoMapas",maxresults = 5000) |>
mutate(dts=date(datetime), year=year(dts), month=month(dts))
saveRDS(user_obs, inat_obs_data)
}
```
## Preparar los datos
```{r prepare data}
lookup <- c(name="scientific_name",
user="user_login",
#date="observed_on",
taxonid="id",
taxon="iconic_taxon_name",
kingdom="taxon_kingdom_name",
phylum="taxon_phylum_name",
class="taxon_class_name",
order="taxon_order_name",
genus="taxon_genus_name"
)
NeoMapas_obs <- user_obs |>
mutate(date=ymd(observed_on),
filter1 = grepl("Muestreos de NeoMapas", tag_list),
URA=str_extract(tag_list,"NM[0-9]+")) |>
rename(any_of(lookup)) |>
filter(
latitude > 0 &
latitude <13 &
longitude < -60 &
longitude > -75) |>
filter(filter1 | year(date) %in% 2003:2012)
```
```{r}
str_split(NeoMapas_obs$tag_list,",") |>
unlist() |>
str_trim() |>
table()
```
```{r}
table(NeoMapas_obs$URA)
```
```{r}
NeoMapas_obs |>
filter(grepl("monitoreo|muestreos de NeoMapas|Muestreos NeoMapas",tag_list)) |>
select(name, place_guess, url)
```
```{r}
NeoMapas_obs |>
filter(tag_list %in% c("")) |>
select(name, place_guess, url)
```