-
Notifications
You must be signed in to change notification settings - Fork 5
/
Copy pathlista_pcks4mets.Rmd
190 lines (105 loc) · 8.72 KB
/
lista_pcks4mets.Rmd
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
---
title: "R packages for meteorological applications"
author: "Jônatan Tatsch"
date: "`r Sys.Date()`"
output:
html_document:
fig_caption: yes
fig_width: 6
highlight: kate
keep_md: yes
number_sections: yes
pdf_document:
toc: no
---
```{r Chunk0, comment="",prompt=FALSE, echo=FALSE, eval=TRUE, error=TRUE,highlight=TRUE,message=FALSE,warning=FALSE, results='hide'}
rm(list=ls())
Sys.setenv(TZ = 'UTC')
# data manipulation packages
pcks <- c("knitr"#, "knitcitations",
#"printr"#,
#"R.utils", "magrittr", "lubridate","stringr",
#"plyr", "dplyr", "raster", "lattice",
#"rasterVis"
)
invisible(sapply(pcks, require, character.only = TRUE, quietly = TRUE))
rm(pcks)
# configuraçoes knitcitations
#cleanbib()
#cite_options(citation_format = "text",
# cite.style = "authoryear",
# style = "html",
# hyperlink = "to.bib")
# configuraçoes knitr
opts_chunk$set(cache = FALSE, fig.path = "figs/")
```
- - -
# Acess to Meteorological data
* [RNCEP](https://cran.r-project.org/web/packages/RNCEP/index.html) Obtain, Organize, and Visualize NCEP Weather Data
* [raincpc](https://cran.r-project.org/web/packages/raincpc/index.html) Obtain and Analyze Rainfall Data from the Climate Prediction Center
* [worldmet](https://github.com/davidcarslaw/worldmet) R package for accessing NOAA Integrated Surface Database (ISD) meteorological observations
* [getMet](https://cran.r-project.org/web/packages/getMet/index.html) Get Meteorological Data for Hydrological Modeling
* [hydroMet](http://r-forge.r-project.org/R/?group_id=2056) Sourcing and Formatting of Meteorological Data for Hydrologic Modeling Applications
* [meteo](https://cran.r-project.org/web/packages/meteo/index.html) Spatio-Temporal Analysis and Mapping of Meteorological Observations
* [crn](https://cran.r-project.org/web/packages/crn/index.html) Downloads and Builds datasets for Climate Reference Network
* [FAOSTAT](https://cran.r-project.org/web/packages/FAOSTAT/index.html) Download Data from the FAOSTAT Database of the Food and Agricultural Organization (FAO) of the United Nations
## Data I/O
* [cmsaf](https://cran.r-project.org/web/packages/cmsaf/index.html) Tools for CM SAF Netcdf Data
* [readr](https://github.com/hadley/readr) to read tabular data into R
* [rio](https://github.com/hadley/readr) A Swiss-Army Knife for Data I/O
# Meteorological data analysis and visualization
* [openair](https://cran.r-project.org/web/packages/openair/index.html) Tools for the Analysis of Air Pollution Data
* [REddyProc](https://cran.r-project.org/web/packages/ClamR/index.html) EddyCovariance data processing and plotting utilities
* [Evapotranspiration](https://cran.r-project.org/web/packages/Evapotranspiration/index.html) Modelling Actual, Potential and Reference Crop Evapotranspiration]
* [sirad](https://cran.r-project.org/web/packages/sirad/index.html) Functions for Calculating Daily Solar Radiation and Evapotranspiration
* [insol](https://cran.r-project.org/web/packages/insol/index.html) Solar Radiation
* [meteogRam](https://cran.r-project.org/web/packages/meteogRam/index.html) Tools for plotting meteograms
* [meteoForecast](https://cran.r-project.org/web/packages/meteoForecast/index.html) Numerical Weather Predictions
* [mtsdi](https://cran.r-project.org/web/packages/mtsdi/) Imputação de dados de séries multivariadas; [link](http://www.sciencedirect.com/science/article/pii/S1352231014009145#) para o artigo;
* [rWBclimate](https://cran.r-project.org/web/packages/rWBclimate/index.html) A package for accessing World Bank climate data
* [RadioSonde](https://cran.r-project.org/web/packages/RadioSonde/index.html) Tools for plotting skew-T diagrams and wind profiles
## Data processing
* [tidyr](https://github.com/hadley/tidyr) Easily tidy data with spread and gather functions.
* [plyr](https://github.com/hadley/plyr) The split-apply-combine strategy for R
* [dplyr](https://github.com/hadley/dplyr) A grammar of data manipulation
* [reshape2](https://github.com/hadley/reshape) reshaping data
* [data.table](https://github.com/Rdatatable/data.table) Fast aggregation of large data (e.g. 100GB in RAM), fast ordered joins, fast add/modify/delete of columns by group using no copies at all, list columns and a fast file reader (fread)
## Date time
* [hms](https://github.com/rstats-db/hms) A simple class for storing time-of-day values
* [xts](https://cran.r-project.org/web/packages/xts/index.html) eXtensible Time Series
* [lubridate](https://cran.r-project.org/web/packages/lubridate/index.html) Make Dealing with Dates a Little Easier
# Climate tools
* [ClimClass](https://cran.r-project.org/web/packages/ClimClass/index.html) Climate Classification According to Several Indices
* [climtrends](https://cran.r-project.org/web/packages/climtrends/index.html) Statistical Methods for Climate Sciences
* [seas](https://cran.r-project.org/web/packages/seas/index.html) Seasonal analysis and graphics, especially for climatology
* [clifro](https://cran.r-project.org/web/packages/clifro/index.html) Easily Download and Visualise Climate Data from CliFlo
* [climwin](https://cran.r-project.org/web/packages/climwin/index.html) Climate Window Analysis
* [comclim](https://cran.r-project.org/web/packages/comclim/index.html) Community climate statistics
* [dcv](https://cran.r-project.org/web/packages/dcv/index.html) Conventional Cross-validation statistics for climate-growth model
* [HiClimR](https://cran.r-project.org/web/packages/HiClimR/index.html) Hierarchical Climate Regionalization
* [qmap](https://cran.r-project.org/web/packages/qmap/index.html) Statistical transformations for post-processing climate model output
* [SCI](https://cran.r-project.org/web/packages/SCI/index.html) Standardized Climate Indices such as SPI, SRI or SPEI
* [SPEI](https://cran.r-project.org/web/packages/SPEI/index.html) Calculation of the Standardised Precipitation-Evapotranspiration Index
* [HelpersMG](https://cran.r-project.org/web/packages/HelpersMG/index.html) Tools for Earth Meteorological Analysis
* [TSA](https://cran.r-project.org/web/packages/TSA/index.html) Time Series Analysis
* [ClamR](https://cran.r-project.org/web/packages/ClamR/index.html) Time Series Modeling for Climate Change Proxies
* [timsac](https://cran.r-project.org/web/packages/timsac/index.html) Time Series Analysis and Control package
# Hydrometeorology
* [topmodel](https://cran.r-project.org/web/packages/topmodel/index.html) Implementation of the hydrological model TOPMODEL in R
* [dynatopmodel](https://cran.r-project.org/web/packages/dynatopmodel/index.html) Implementation of the Dynamic TOPMODEL hydrological model
* [waterData](https://cran.r-project.org/web/packages/waterData/index.html) An R Package for Retrieval, Analysis, and Anomaly Calculation of Daily Hydrologic Time Series Data
* [EcoHydRology](https://cran.r-project.org/web/packages/EcoHydRology/index.html) A community modeling foundation for Eco-Hydrology
* [hddtools](https://cran.r-project.org/web/packages/hddtools/index.html) Hydrological Data Discovery Tools
* [hydroApps](https://cran.r-project.org/web/packages/hydroApps/index.html) Tools and models for hydrological applications
* [hydrogeo](https://cran.r-project.org/web/packages/hydrogeo/index.html) Groundwater data presentation and interpretation
* [hydroGOF](https://cran.r-project.org/web/packages/hydroGOF/index.html) Goodness-of-fit functions for comparison of simulated and observed hydrological time series
* [HydroMe](https://cran.r-project.org/web/packages/HydroMe/index.html) R codes for estimating water retention and infiltration model parameters using experimental data
* [hydrostats](https://cran.r-project.org/web/packages/hydrostats/index.html) Hydrologic Indices for Daily Time Series Data
* [hydroTSM](https://cran.r-project.org/web/packages/hydroTSM/index.html) Time series management, analysis and interpolation for hydrological modelling
* [precintcon](https://cran.r-project.org/web/packages/precintcon/index.html) Precipitation Intensity, Concentration and Anomaly Analysis
* [RGENERATEPREC](https://cran.r-project.org/web/packages/RGENERATEPREC/index.html) Tools To Generate Daily-Precipitation Time Series
* [water](https://cran.r-project.org/web/packages/water/index.html) Actual Evapotranspiration with Energy Balance Models
* [kwb.hantush](https://cran.r-project.org/web/packages/kwb.hantush/index.html) Calculation of Groundwater Mounding Beneath an Infiltration Basin
* [modiscloud](https://cran.r-project.org/web/packages/modiscloud/index.html) R tools for processing Level 2 Cloud Mask products from MODIS
* [MODISTools](https://cran.r-project.org/web/packages/MODISTools/index.html) MODIS Subsetting Tools
* [radar](https://cran.r-project.org/web/packages/radar/index.html) Fundamental Formulas for Radar