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Comparison · Analytics
aedseo vs biocro
A side-by-side editorial comparison of aedseo and biocro — release velocity, themes, recent moves, and the top alternatives to consider.
aedseo vs biocro: at a glance
What is aedseo?
An epidemic-onset detector that now brackets the whole season, not just its start
aedseo is a Statens Serum Institut R package for automated early detection of seasonal epidemic onsets, built around growth-rate estimation over consecutive time intervals. The 1.0.0 line moved it well past its original scope: observations are now modelled as cases or population-adjusted incidence, multiple waves can be estimated in one pass, and disease-specific thresholds are computed by a dedicated function. Version 1.1.0 adds an estimate of when a season has ended after the first onset.
What is biocro?
BioCro swapped an unstable iteration for real root finders, changing what its crop models compute.
BioCro is a C++ crop growth simulator with an R interface, built from swappable modules for photosynthesis, respiration and development. Version 3.3.0 added multidimensional and one-dimensional root finders to the C++ source and put them to work immediately, replacing the fixed-point iteration used for intercellular CO2 with a Dekker root finder on the grounds that fixed-point iteration is known to be unstable there. Getting to that release also required moving from C++11 to C++17 and updating the bundled boost from 1.71 to 1.89.
aedseo vs biocro: editorial side-by-side
aedseo
0.0ANALYTICS
An epidemic-onset detector that now brackets the whole season, not just its start
◆ Current state
aedseo is a Statens Serum Institut R package for automated early detection of seasonal epidemic onsets, built around growth-rate estimation over consecutive time intervals. The 1.0.0 line moved it well past its original scope: observations are now modelled as cases or population-adjusted incidence, multiple waves can be estimated in one pass, and disease-specific thresholds are computed by a dedicated function. Version 1.1.0 adds an estimate of when a season has ended after the first onset.
◆ Where it's heading
The arc runs from a single-purpose onset detector toward a full seasonal-surveillance toolkit. Each release since 1.0.0 has widened what the package can say about a season rather than improving how it says it: incidence denominators, background population, multi-wave detection, thresholds, and now season end. Fixes in between are narrow and numerical, such as confidence intervals under ATLAS BLAS.
◆ Prediction
The natural next step is symmetry with the onset machinery the package already has: turning the 1.1.0 seasonal offset into a first-class output alongside onset, with its own summary and plotting methods.
biocro
0.0ANALYTICS
BioCro swapped an unstable iteration for real root finders, changing what its crop models compute.
◆ Current state
BioCro is a C++ crop growth simulator with an R interface, built from swappable modules for photosynthesis, respiration and development. Version 3.3.0 added multidimensional and one-dimensional root finders to the C++ source and put them to work immediately, replacing the fixed-point iteration used for intercellular CO2 with a Dekker root finder on the grounds that fixed-point iteration is known to be unstable there. Getting to that release also required moving from C++11 to C++17 and updating the bundled boost from 1.71 to 1.89.
◆ Where it's heading
Two threads run together: the biology is being broken into finer interchangeable modules — separate maintenance respiration, alternative linear and logistic SLA methods, a direct development-index module — while the numerics underneath are being made solvable in general. The root finders are explicitly staged to move into the shared biocro/framework repository, so this is groundwork for other models rather than for this package alone.
◆ Prediction
More module-level alternatives that depend on simultaneous-equation solutions are the natural follow-on, and the root finders should migrate out to biocro/framework as the notes state.
Alternatives to aedseo and biocro
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either aedseo or biocro.
epikit
epikit narrows to field-epidemiology helpers, handing proportions to a sibling package
SimInf
SimInf 10.0 turns an epidemic simulator into a tool that fits models to real time series
mutagen
A young package porting Stata's egen row-wise helpers to the tidyverse, one function per release
broman
A statistician's personal toolbox, growing one plotting utility at a time
qtl
R/qtl is in pure custodial mode: every recent release answers a compiler, not a user
See all aedseo alternatives → · See all biocro alternatives →
Recent activity from aedseo and biocro
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 6mo agobiocroCompiler warning blocking Linux builds fixed
- 6mo agoaedseocombined_seasonal_output() now estimates when a season ends
- 8mo agobiocroC++ root finders added; Ci calculation moved off fixed-point iteration ⚡
- 8mo agoaedseoFix growth-rate confidence intervals under ATLAS BLAS
- 9mo agoaedseoIncidence, population adjustment and multi-wave detection land in 1.0.0 ⚡
- 1y agobiocroMaintenance respiration module; SLA split into swappable methods
- 2y agobiocroFirst CRAN-accepted release after a 20 MB to 5 MB cut
- 2y agobiocroDESCRIPTION date refreshed for CRAN submission
- 2y agobiocroCI workflow debugging tag, not a release
- 2y agoaedseoMaintainership transferred to Lasse Engbo Christiansen
- 2y agoaedseoepi_calendar() and richer autoplot displays
- 2y agoaedseoFirst CRAN release of the aeddo onset detector
Frequently asked questions
What is the difference between aedseo and biocro?
They serve adjacent needs but don't currently overlap on shipped themes. aedseo and biocro are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is aedseo better than biocro?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. aedseo and biocro are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to aedseo?
Top aedseo alternatives in Analytics are ranked by recent ship velocity. Browse the "aedseo alternatives" section above for the current picks, or visit /alternatives/aedseo-r for the full list with editorial commentary on each.
What are the best alternatives to biocro?
Top biocro alternatives in Analytics are ranked by recent ship velocity. Browse the "biocro alternatives" section above for the current picks, or visit /alternatives/biocro-r for the full list with editorial commentary on each.