Lumipad

The terms, clarified.

The library uses ~80 specialized terms across drone hardware, flight control, mission planning, regulation, and cohort-specific operations. This page is the quick orientation: what each term means, why it matters, and where to read more if you need depth. Designed for use while reading other pages — when an unfamiliar term shows up, find it here, get oriented, return to the main page. The cross-references point to the canonical coverage; the entries themselves stay brief.

Version 1.0 · Updated 05·2026 Author: Lumipad Engineering License: CC-BY-SA-4.0 Languages: EN · TL · CEB

By domain, then alphabetical within.

Terms are grouped by what they relate to: build and hardware, flight and control, mission and imagery, regulatory and business, and cohort and operational. Within each section, alphabetical. If you're looking for a specific term and don't know which domain: use your browser's find-in-page (Ctrl+F or Cmd+F) — every term appears in bold so search lands directly on it.

Each entry is brief by design — 1-3 sentences plus a cross-reference to the canonical page where the concept is covered in depth. The glossary orients; the canonical page educates. If you need more than orientation, follow the cross-reference. The downloadable card at the top of this page strips this further into a printable two-page reference for field use.

Section 01 Components, electronics, frame

Build and hardware.

Terms relating to the physical drone — components, electronics, frame elements. Covered in depth across build.html, parts.html, and the deep dives for motors, propellers, and batteries.

AWGAmerican Wire Gauge
Wire-thickness measurement; lower number = thicker wire. Cohort default uses 14-16 AWG for power leads, 22-26 AWG for signal wires. see: parts.html
balance lead
Secondary connector on LiPo packs that exposes individual cell voltages, allowing the charger to balance cells during charging. Required for safe LiPo charging.see: batteries.html
BECBattery Eliminator Circuit
Voltage regulator that converts main battery voltage (e.g., 16V from 4S) down to 5V/3.3V for FC and accessories. Often integrated into the FC; sometimes a separate module on larger builds.see: fc-setup.html
BLDCBrushless DC motor
Type of electric motor used universally in modern drones. No physical brushes; commutation is electronic via the ESC. More efficient and longer-lived than brushed motors.see: motors.html
capacitor
Component soldered between battery leads on most builds; smooths voltage spikes from the ESCs and protects FC electronics. Cohort default 1000μF / 35V or higher capacitor across the main power input.see: build.html
ESCElectronic Speed Controller
The component that translates FC commands into the precise three-phase electrical signals that drive a BLDC motor. Cohort default uses 4-in-1 ESCs (one board for all four motors) on 5"/7" builds.see: parts.html
FCFlight Controller
The drone's brain — small computer running flight firmware (BetaFlight, INAV, or ArduPilot). Reads sensors, runs PID loops, sends commands to ESCs. Cohort default: SpeedyBee F405 V4 for 5"/7", larger boards for 10".see: fc-setup.html
FPVFirst-Person View
Live video feed from drone-mounted camera to pilot's goggles or screen. Lets pilot see what the drone sees in real time. Different from mission imagery (which is for survey output).see: parts.html
frame
The carbon-fiber chassis that holds all components together. Frame size measured in motor-to-motor diagonal in inches (5"/7"/10"). Frame includes arms, body plates, and standoffs.see: build.html
gimbal
Mechanical mount that stabilises a camera against drone movement. Most cohort default builds use fixed-mount cameras (no gimbal); some 10" builds with research-grade cameras use 2-axis or 3-axis gimbals.see: sensors.html
KVRPM per volt (motor rating)
Motor specification: rotations per minute per volt of input. Higher KV = more RPM but less torque; lower KV = less RPM but more torque. Cohort default 5" build uses ~2300-2700 KV motors.see: motors.html
LiPoLithium Polymer (battery)
Battery type used in nearly all drones. High energy density, high discharge capability, but requires careful charging, storage, and disposal. Voltage measured in cells (S): 4S = 4 cells in series ≈ 14.8V nominal.see: batteries.html
mAhmilliamp-hour (battery capacity)
Battery capacity unit. Higher mAh = more flight time at given draw. Cohort default capacities: 1500mAh (5"), 2200mAh (7"), 4000mAh (10").see: batteries.html
magnetometer
Sensor that detects magnetic fields, used as an electronic compass for heading reference. Often integrated into GPS modules. Affected by nearby electronics; needs careful calibration.see: fc-setup.html
OSDOn-Screen Display
Telemetry data overlaid on FPV video feed: battery voltage, GPS sats, altitude, mode, etc. Lets pilot see flight data without looking away from FPV view.see: fc-setup.html
prop pitch
Theoretical forward distance a propeller travels in one rotation. Higher pitch = more thrust at speed but more current draw. Often expressed as "5x4" (5" diameter × 4" pitch).see: propellers.html
RPMRevolutions Per Minute
Motor rotational speed measure. Cohort default 5" motors typically run 15,000-30,000 RPM in flight.see: motors.html
standoff
Small spacer (typically aluminium or plastic) that separates frame plates and provides mounting points for FC, ESC, and other components. Cohort default uses M3 threaded standoffs.see: build.html
stator
The non-rotating part of a BLDC motor (the windings). Stator size partly determines motor power; often expressed as "2207" (22mm diameter × 7mm height).see: motors.html
XT60
Standard battery-to-drone power connector. Cohort default for 5"/7" builds. Larger XT90 for 10" builds. Common wear point; cohort default replacement at ~200 flight hours.see: parts.html
Section 02 Modes, control concepts, telemetry

Flight and control.

Terms relating to flying the drone — modes, control concepts, signals, telemetry. Covered in fc-setup.html, tuning.html, flight-training.html, and emergencies.html.

abort criteria
Pre-defined conditions under which the pilot will end the mission and bring the drone home. Cohort default 5: wind exceeds threshold, battery hits warning voltage, GPS sats below 6, RC link RSSI degrades, visual contact lost.see: field-ops.html
AcroAcrobatic mode
Flight mode where the FC doesn't self-level the drone — sticks command rotation rate. Used for sport flying; not for cohort default mission work. Cohort missions use Angle and PosHold instead.see: flight-training.html
AngleAngle mode (also "self-level")
Flight mode where releasing sticks returns the drone to level. Beginner-friendly; used for manual flight control. Cohort default for free-form flying and emergency manual control.see: flight-training.html
arming
The act of activating the drone's motors so they will respond to throttle input. Cohort default arming requires 22 pre-arm checks to pass before motors can spin.see: fc-setup.html
ELRSExpressLRS (RC protocol)
Long-range RC protocol used in cohort default builds. Open-source, low-latency, long-range. Cohort default for receiver-radio communication.see: parts.html
failsafe
Pre-configured FC behavior when RC link is lost: typically position-hold briefly, then RTH. Cohort default failsafe is configured during fc-setup; tested before first flight.see: fc-setup.html
GPS lock
When the GPS module has acquired sufficient satellites for accurate position fix. Cohort default minimum: 8+ satellites for arming, 10+ for autonomous mission, HDOP under 1.5.see: field-ops.html
HDOPHorizontal Dilution Of Precision
GPS quality metric: lower is better. Cohort default minimum: HDOP <1.5 for autonomous missions; <1.0 ideal. High HDOP = unreliable position; drone drifts in PosHold.see: missions.html
kill switch
RC switch that immediately cuts motor power. Used in extreme emergencies (fly-away, imminent harm) where dropping the drone is preferable to continued flight. Configured during fc-setup.see: emergencies.html
PIDProportional-Integral-Derivative (control loop)
Mathematical control method used by the FC to translate desired drone behavior into motor commands. Has tunable values (P, I, D) per axis. "Tuning" usually means adjusting these values.see: tuning.html
PosHoldPosition Hold mode
Flight mode where the drone holds GPS position when sticks are centered. Requires GPS lock and good HDOP. Cohort default mode for hovering and as the foundation for autonomous missions.see: fc-setup.html
RC linkRadio Control link
Wireless connection between the pilot's radio transmitter and the drone's receiver. Strength measured in RSSI. Loss of link triggers failsafe.see: fc-setup.html
RSSIReceived Signal Strength Indicator
Measure of RC link quality, typically in dBm. Less negative = stronger signal. Cohort default abort threshold: -100 dBm sustained suggests imminent failsafe.see: emergencies.html
RTHReturn To Home
Autonomous flight mode where drone returns to home position (set at arming) at preset altitude, then descends and lands. Triggered manually by switch or automatically by failsafe.see: fc-setup.html
telemetry
Continuous data stream from drone to ground: voltage, GPS, mode, altitude, link quality. Displayed on OSD and/or ground station. Distinct from FPV video.see: flight-software.html
throttle endpoint
PWM signal range that the FC uses for motor control: typically 1000μs (idle) to 2000μs (full throttle). ESCs need to be calibrated to recognise this range. Wrong calibration = drone won't arm or motors won't spin.see: fc-setup.html
Section 03 Survey concepts, photogrammetry, deliverables

Mission and imagery.

Terms relating to mission planning and imagery output — survey concepts, photogrammetry, deliverable formats. Covered in missions.html, mission-planner-tool.html, sensors.html, and flight-software.html.

altitude AGLAbove Ground Level
Drone altitude relative to the ground directly below it. Distinct from MSL (above sea level). Cohort default mission altitudes are AGL: 60m typical for cohort default agricultural surveys.see: missions.html
AOIArea Of Interest
The geographic area being surveyed by a mission. Defined by polygon boundary on the configurator map. Cohort default AOIs typically 5-25 hectares for cooperative-scale missions.see: missions.html
exposure
Camera setting controlling how much light reaches the sensor. Auto-exposure adjusts mid-flight, but mission imagery prefers fixed exposure for consistent stitching. Cohort default uses fixed exposure based on pre-flight light reading.see: sensors.html
frontlapforward overlap
Percentage of overlap between consecutive photos along the flight line direction. Cohort default: 75-80% for cohort default missions. Higher frontlap = better stitching, more photos, longer mission.see: missions.html
GeoTIFF
Geo-referenced image file format — TIFF image with embedded coordinate information. Standard deliverable format for processed survey output. Opens in GIS software (QGIS, ArcGIS) with proper spatial location.see: flight-software.html
ground speed
Drone speed relative to the ground (different from airspeed in wind). Mission planning uses ground speed for time calculations. Cohort default mission speed: 3-5 m/s for typical surveys.see: missions.html
GSDGround Sample Distance
Real-world distance one pixel covers in survey imagery. GSD = (sensor pitch × altitude) / focal length. Cohort default 5" build at 60m: ~3-4cm/pixel. Lower GSD = more detail but more flight time.see: missions.html
lawnmower pattern
Standard mission flight pattern: parallel lines covering the AOI like mowing a lawn. Each line offset by sidelap distance. Cohort default for area surveys.see: missions.html
mission file
Computer-generated flight plan loaded onto the FC before mission. Contains waypoints, altitude, speed, and capture parameters. Generated by mission-planner-tool.html or equivalent.see: mission-planner-tool.html
multispectral
Camera that captures multiple specific wavelength bands (e.g., red, green, blue, red-edge, near-infrared). Used for advanced agricultural analysis. Distinct from RGB visible-light cameras.see: sensors.html
NDVINormalized Difference Vegetation Index
Vegetation health metric calculated from near-infrared and red bands: NDVI = (NIR − Red) / (NIR + Red). Range −1 to +1; healthy vegetation typically 0.6-0.9. Cohort default deliverable for crop surveys.see: sensors.html
orthomosaic
Stitched and orthorectified image covering the entire AOI from many individual photos. Removes perspective distortion; appears as if viewed straight down. The standard processed deliverable.see: flight-software.html
RGBRed-Green-Blue (visible-light)
Standard visible-light camera capturing in red, green, blue bands. Cohort default cameras for entry-level surveys are RGB (modified for NDVI). Distinct from multispectral.see: sensors.html
sidelapside overlap
Percentage of overlap between adjacent flight lines. Cohort default: 60-70% for cohort default missions. Lower sidelap = fewer flight lines but worse stitching at edges.see: missions.html
waypoint
A specific GPS coordinate that defines part of an autonomous mission path. Mission files are sequences of waypoints. The drone navigates between consecutive waypoints autonomously.see: missions.html
Section 04 CAAP, BIR, LGU, business terms

Regulatory and business.

Terms relating to the regulatory and administrative side of commercial drone operations in the Philippines. Covered in safety.html, paperwork.html, and business.html.

BIRBureau of Internal Revenue
Philippine national tax authority. Handles TIN issuance, OR booklets, books of accounts, tax filings. Required registration for any commercial drone work.see: paperwork.html
BOSSBusiness One-Stop Shop (Davao City)
Davao City Hall consolidated business permit office. Handles mayor's permit, sanitary, fire safety, and engineering clearances in one location. Cohort default for Davao-based pre-operational setup.see: paperwork.html
BVLOSBeyond Visual Line Of Sight
Drone operations where the drone flies beyond the pilot's direct visual sight. Higher CAAP regulatory tier; not cohort default. Most cohort missions are VLOS.see: safety.html
CAAPCivil Aviation Authority of the Philippines
Philippine national aviation regulator. Handles drone registration, pilot certification, operational tier classifications, airspace rules, and incident reporting. Primary regulator for commercial drone operations.see: safety.html
DSTDocumentary Stamp Tax
Annual BIR tax on registered businesses (~₱100/year for sole proprietor). Paid alongside annual income tax filing.see: paperwork.html
DTIDepartment of Trade and Industry
Philippine government agency that registers business names for sole proprietors. Online registration; ~₱500; renewable every 5 years. Required before BIR registration.see: paperwork.html
eBIRForms
Online filing system for BIR tax returns. Cohort graduates use this for quarterly and annual filings. Account setup before first deadline; cohort default to test workflow well before due date.see: paperwork.html
LGULocal Government Unit
City or municipal government. Issues mayor's permits, business clearances. Davao City is the LGU for cohort default operations; equivalent units exist for Tagum, Digos, and other Mindanao municipalities.see: paperwork.html
OPCOne Person Corporation
Philippine corporate structure for single-shareholder companies. Liability separation vs sole proprietor; more complex annual filings. Cohort default transition consideration above ~₱500K-1M annual revenue.see: paperwork.html
OROfficial Receipt
BIR-registered receipt booklet issued upon payment from clients. Required for any commercial transaction. Carbon-copy retained; original to client. Mandatory 10-year retention.see: paperwork.html
percentage tax
Tax option for businesses below VAT threshold (~₱3M/year revenue): pay 8% of gross income instead of graduated income tax. Simpler. Cohort default for most first-year graduates.see: paperwork.html
RDORevenue District Office (BIR)
Local BIR office responsible for your registered business. Davao City has multiple RDOs; specific assignment depends on business address. Where most BIR filings happen in person.see: paperwork.html
RPASRemotely Piloted Aircraft System
CAAP's formal term for drone systems including aircraft, control station, communications link, and pilot. RPAS is the regulated unit; "drone" is colloquial.see: safety.html
RPLRemote Pilot License
CAAP pilot certification required for commercial drone operations. Issued per operations tier. Cohort default training prepares graduates for the RPL exam; certification is per-individual.see: safety.html
TINTax Identification Number
Unique BIR-issued identifier for the registered business or individual. Required for all BIR filings, OR issuance, and most commercial banking. One TIN per registered entity; permanent.see: paperwork.html
VLOSVisual Line Of Sight
Drone operations where pilot maintains direct visual contact with the drone throughout the flight. Lower CAAP regulatory tier; cohort default for most missions. Distinct from BVLOS.see: safety.html
Section 05 Cohort-specific terms and operational concepts

Cohort and operational.

Terms specific to Lumipad cohort operations and general operational concepts used across the library. Covered across recruit.html, curriculum.html, field-ops.html, incidents.html, and spares.html.

graduates Slack
Cohort's shared Slack workspace. Has channels for incidents, compliance, builds, missions. The primary cohort communication channel; institutional memory accessible to current and graduated graduates.see: incidents.html
barangay
Smallest administrative unit in the Philippines, below municipality/city. Barangay clearances are required for business permits; barangay captains are the local authority for many operational matters.see: paperwork.html
blameless analysis
Investigation methodology that focuses on understanding causes rather than assigning fault. Even when operator error is involved, blameless analysis asks "what made the mistake possible" rather than "who was wrong."see: incidents.html
cohort cell
Small group (~4-6) of graduates who graduated from the same cohort and operate in similar geography. Mutual support unit for maintenance check-ins, shared spares pooling, incident discussion.see: incidents.html
cohort default
The approach, configuration, or product that the Lumipad cohort program recommends. Calibrated against accumulated cohort experience; updated as new data emerges. Used throughout the library as the recommended starting point.see: any library page
cooperative
Philippine agricultural producer organization owned and democratically controlled by farmer-members. Cohort default cooperative-scale missions cover 5-25 hectares. Cooperatives are the typical client for cohort default surveys.see: business.html
field log
Per-mission record kept during operations: pre-flight checks, mission events, observations, incidents. Standard part of cohort default documentation; supports later analysis and CAAP record requirements.see: field-ops.html
lead time
Days from placing an order to receiving the part. Davao local: 24 hours. Manila warehouse via Lazada: 2-7 days. International: 2-4 weeks. Lead time × usage rate determines reorder buffer.see: spares.html
observer
Person assisting the pilot during a mission by watching surroundings for hazards. Cohort default requires at least one observer for paid missions. Pilot maintains drone focus; observer maintains situational awareness.see: field-ops.html
par level
Target stock level for a given inventory item. Calculated as (lead time × daily usage) + safety buffer. When stock drops below the reorder point (typically par - 2), reorder.see: spares.html
partner-org
Organisation operating multi-drone fleets in collaboration with the Lumipad cohort. Typically NGOs, cooperatives, or formal businesses operating at scale. Different operational and inventory requirements than individual graduates.see: business.html
post-flight
Operational phase after mission completion: imagery verification, equipment teardown, debrief, field log entry. Cohort default ~30-45 minutes on-site; documented in field-ops.html.see: field-ops.html
pre-flight
Operational phase before takeoff: technical 22-item drone check plus 5 operational checks. Cohort default ~15 minutes per drone before each mission. Distinct from arming (immediate moment before motors spin).see: field-ops.html
reorder point
Stock level that triggers reorder. Set above zero to allow lead time without stockout. Typically par level minus 1-2 units. Below this point, place an order.see: spares.html
trainee
Person currently in the Lumipad cohort training program. Distinct from "alumna" (graduated). Cohort default training is ~6 weeks; covered in curriculum.html.see: recruit.html
Section 06 Pairs of terms that get mixed up

Common confusions.

Some pairs of terms look similar or sound similar but mean different things. This section disambiguates the pairs that cohort experience shows getting confused most often. Useful for new trainees and as a quick check when something feels ambiguous in another page.

Angle vs Acro
Angle mode self-levels the drone — release sticks, drone returns to level. Beginner-friendly, used for cohort default flying. Acro mode doesn't self-level — sticks command rotation rate. Used for sport flying; not for cohort default work.
arming vs failsafe
Arming activates motors so they'll spin in response to throttle. Failsafe is the FC's automatic behavior when something goes wrong (typically RC link loss): hold position briefly, then RTH. Both are configured during fc-setup.
BVLOS vs VLOS
VLOS = Visual Line Of Sight — pilot can see the drone. Cohort default. BVLOS = Beyond VLOS — drone is out of sight. Higher regulatory tier; not cohort default operations.
cohort default vs cohort recommendation
Cohort default is the standard approach Lumipad has calibrated. Cohort recommendation may be more situation-specific (e.g., "for partner orgs, we recommend..."). Defaults are starting points; recommendations are situational.
DTI vs SEC
DTI registers business names for sole proprietors. Simpler, faster, cheaper. SEC registers corporations including OPCs. More complex, more expensive, but provides liability separation. Cohort default for first 1-2 years is DTI sole proprietor.
FC vs ESC
FC (Flight Controller) is the brain — runs flight firmware, reads sensors, decides what motors should do. ESC (Electronic Speed Controller) is the muscle — translates FC commands into the electrical signals that drive motors. One FC, four ESCs (or one 4-in-1 ESC).
frontlap vs sidelap
Frontlap = overlap between consecutive photos along a flight line (forward direction). Sidelap = overlap between adjacent flight lines (perpendicular). Cohort default: 75-80% frontlap, 60-70% sidelap. Both required for stitching to work.
GeoTIFF vs orthomosaic
Orthomosaic is the stitched image; GeoTIFF is the file format that stores it with geographic coordinates. Most cohort default deliverables are GeoTIFF orthomosaics — same thing in casual conversation but technically the format vs the content.
incident vs emergency
Cohort usage: emergency is the acute moment requiring immediate response (covered in emergencies.html). Incident is the broader event including aftermath, investigation, and learning (covered in incidents.html). Same event progresses from emergency to incident.
KV vs RPM
KV is a motor specification (RPM per volt at no load). RPM is actual rotational speed in flight, which depends on KV, voltage, and load. A 2400KV motor on 4S nominal voltage produces ~35,500 RPM at no load; less under prop load.
multispectral vs RGB+NIR
RGB+NIR camera adds one near-infrared band to standard red/green/blue. Cohort default for entry-level NDVI. Multispectral typically captures 4-6 specific bands (red, green, blue, red-edge, NIR, sometimes more). Higher-tier; more bands enable advanced analysis.
OR vs invoice
OR (Official Receipt) is BIR-registered, issued upon payment received. Required for tax purposes. Invoice is the request-for-payment document; not BIR-registered for service businesses (cohort default issues OR, not invoice).
par level vs reorder point
Par level is the target stock level. Reorder point is the trigger level (typically 2 below par). When stock drops to the reorder point, you order back up to par level. Both are inventory discipline values; both come from the same calculation.
PosHold vs RTH
PosHold holds the drone at its current GPS position; pilot still has stick control. RTH autonomously flies the drone home and lands. PosHold is a steady state; RTH is a movement command.
RPL vs RPAS
RPL = Remote Pilot License (the certification a pilot holds). RPAS = Remotely Piloted Aircraft System (the drone system itself). Pilots have RPLs; drones are RPAS. Both are CAAP regulatory terms.
trainee vs alumna
Trainee is currently in the cohort training program. Alumna has graduated. Both have different access levels: trainees use library plus active instructor support; graduates use library plus graduates Slack plus continuing engagement.

Six counts across the glossary.

Reference figures showing the glossary's shape — how many terms in each domain, and how the entries point back to canonical pages.

20
Build and hardware
Components and electronics
16
Flight and control
Modes, signals, telemetry
15
Mission and imagery
Survey concepts, photogrammetry
16
Regulatory and business
CAAP, BIR, LGU terms
15
Cohort and operational
Cohort-specific terms
16
Common confusions
Pairs disambiguated

Four use cases for the glossary.

Specific patterns of glossary use across cohort experience. Each illustrates a different way the page earns its place rather than being a passive reference.

"Reading another page, hit an unfamiliar term."

Most common pattern; cohort 03 trainee, mid-program

Reading missions.html, encountered "GSD" without context. Opened glossary in another tab; Ctrl+F for "GSD"; got 1-sentence explanation plus the formula plus pointer back to missions.html for depth. ~10 seconds total; returned to missions.html with enough context to continue. The cohort default workflow: glossary as second tab during library reading, used reactively when something is unclear. Pattern: the glossary doesn't replace deep reading; it removes the friction that would otherwise stop deep reading.

"Acronym soup during regulatory setup."

Later-cohort alumna, pre-operational paperwork

Doing first BIR registration; encountered TIN, OR, RDO, DST, eBIRForms in rapid succession. Print the glossary card; reference it during the BIR visit; the printed card sits next to the application forms. ~5 minute orientation pre-visit; ~3 quick lookups during. Pattern: glossary card as physical reference for high-acronym contexts where digital lookup is impractical (BIR office queue, field with unreliable signal).

"Onboarding a new cooperative."

Later-cohort alumna, first paid contract

Cooperative manager wanted to understand what they'd be receiving from a survey. Showed them the orthomosaic vs GeoTIFF entry; the multispectral vs RGB+NIR entry; the GSD entry. Cooperative manager understood within 10 minutes what the deliverable would be and what the technical specs meant. Pattern: glossary as client-explanation aid. The brevity that makes entries useful for graduates also makes them appropriate for non-technical clients.

"Returning to a topic after months away."

Later-cohort alumna, season transition

After 4 months focused on routine missions, returning to fc-setup work for a new build. Many specific terms (PID details, failsafe configuration, ESC firmware) had faded from active memory. Used the glossary to refresh quickly across ~15 terms; spent ~20 minutes on glossary lookups and 4 hours on the actual fc-setup work — vs a week of confused re-learning that would have followed without the glossary refresh. Pattern: glossary as memory aid for periodic re-engagement with specific technical areas.

Questions about the glossary itself.

Why is term X not in the glossary? +

The glossary covers ~80 carefully chosen terms — not every technical term used in the library. Selection criteria:

  • Used in 2+ library pages: terms that appear in only one page are typically defined inline on that page; glossary entry would be redundant.
  • Genuinely confusing or non-obvious: terms whose meaning isn't clear from context warrant glossary entries; obvious terms don't.
  • Acronyms and abbreviations: nearly all acronyms appear in the glossary because acronyms are inherently obscure without expansion.
  • Cohort-specific terms: words used differently in cohort context vs general usage benefit from explicit definition.

If a term you encountered isn't in the glossary, two things are likely:

  • It's defined inline on the page where you found it (cohort default approach for terms used in only one page).
  • It should be added — graduates Slack #library channel is the way to suggest additions; cohort engineering reviews monthly.

The glossary will continue to evolve. Year-2 may have ~100 terms; year-3 may have ~120. The growth is gradual; quality of selection matters more than coverage.

Why are some entries longer than others? +

Entry length reflects how much context is needed for orientation. Cohort default approach:

  • Pure-acronym entries (e.g., "AWG"): 1 sentence — what the acronym means and minimal context.
  • Concept entries (e.g., "PID"): 2-3 sentences — concept, why it matters, cohort default usage.
  • Cohort-specific entries (e.g., "cohort default"): 2-3 sentences — definition plus how to recognise it in library usage.
  • Distinctive entries (e.g., "GSD"): may include the formula or specific cohort default values where these aid orientation.
  • Common-confusion entries: longer because the disambiguation is the point.

The discipline: each entry should be just enough for orientation, with the cross-reference doing the heavy lifting for depth. Entries that grow beyond 3-4 sentences usually suggest the term should have its own page rather than glossary expansion.

Should I read the glossary top-to-bottom? +

For most readers, no — the glossary is reference, not narrative. The cohort default usage patterns:

  • Reactive lookup: most common. Encounter unfamiliar term → check glossary → return to original page. ~5-10 seconds per lookup.
  • Domain orientation: useful when starting work in a new domain. Read just one section (e.g., "Regulatory and business") to orient before tackling paperwork.html.
  • Common confusions section: useful to read top-to-bottom; the disambiguation pairs help even for terms you think you know.
  • Full top-to-bottom read: useful only for new trainees in their first week of cohort training. The 30-45 minute investment pays off across all subsequent library reading.

For new trainees: cohort instructors typically suggest reading the glossary once during week 1 of cohort training. The overview shape of "what kinds of terms exist in this domain" supports later reactive lookups by knowing where to look.

What if a glossary entry conflicts with what another page says? +

Should be rare but possible. Cohort default resolution:

  • The canonical page wins: each glossary entry points to a canonical page where the concept is fully covered. If they conflict, the canonical page is the authoritative source; the glossary should match.
  • Report the discrepancy: graduates Slack #library channel; cohort engineering reviews and updates whichever side is wrong.
  • Most "conflicts" are actually different framings: glossary entry simplifies; canonical page elaborates. Both true at different levels.
  • Real conflicts indicate library drift: when the canonical page evolves (cohort default values change, etc.), glossary entries can lag. Periodic library-wide review catches these.

If you spot a likely conflict, raising it benefits everyone — glossary stays accurate; library stays consistent. Cohort engineering values these reports.

Is the glossary translated into Filipino or Cebuano? +

Currently English only, with translation in progress. The challenge is that many technical terms don't have established Filipino/Cebuano equivalents — the technical work happens primarily in English even in Philippine contexts.

Cohort default approach to multilingual support:

  • Acronyms stay in English: BIR, CAAP, FC, ESC, etc. These are universal in Philippine technical use.
  • General terms get translated: words like "cooperative", "barangay", "alumna" already have Filipino/Cebuano equivalents and benefit from translation.
  • Technical concepts get explanatory translations: rather than translating "PID" (which has no Filipino equivalent), explain in Filipino what it controls and why it matters. The explanation translates; the term doesn't.
  • Cohort-specific terms get cohort-specific translations: cohort default terminology translated as cohort-default in Filipino. Maintains cohort consistency across languages.

Translated glossary versions are part of the cohort's expansion plan; expected within 12-18 months of this version. Alumni Slack #localisation channel coordinates the work.

Why are some terms cohort-specific rather than universal? +

Some cohort-specific terms reflect Lumipad's particular approach to drone operations training; they may not appear in general drone literature. Examples and reasoning:

  • "Cohort default": Lumipad's convention for "the recommended approach calibrated against accumulated experience." General drone communities don't have this framing because they don't have a structured cohort program.
  • "Cohort cell": Lumipad's small-group structure for ongoing graduates mutual support. Other programs have graduate communitys but typically not the small-group structure.
  • "Partner-org": Lumipad's term for collaborating organisations operating fleets. Distinguishes from individual graduates operations.
  • "Blameless analysis": borrowed from aviation safety culture; cohort applies it to drone operations specifically. The methodology is broader than cohort.

The cohort-specific terms reflect the cohort program's structure; graduates reading external drone literature will see different terminology for similar concepts. The glossary helps bridge — both directions: cohort terms for trainees who don't know them yet; awareness of broader terminology where cohort uses something different.

How does this glossary differ from a Wikipedia-style glossary? +

Several deliberate differences:

  • Calibrated against cohort default operations: Wikipedia describes terms generally; this glossary describes them as cohort uses them. "Cohort default 5" build uses ~2300-2700 KV motors" is specific in a way Wikipedia's motor-KV article wouldn't be.
  • Pointers back to library: each entry links to the canonical library page. The glossary is part of a corpus, not a standalone reference.
  • Brevity over comprehensiveness: Wikipedia entries can be thousands of words; glossary entries stay 1-3 sentences. Different goals.
  • Cohort-specific terms: cohort default, partner-org, etc. don't exist in general references but are essential for cohort context.
  • Filipino regulatory context: BIR, CAAP, BOSS — these are Philippine-specific; general references may not cover them with cohort-relevant practical detail.

For deep technical concepts, Wikipedia is often the right next step beyond this glossary — the canonical library page may also have its own deep coverage; Wikipedia provides general-public-facing depth that's sometimes useful as an additional layer. Both have their place; this glossary is the cohort-context-specific orientation layer.

Can I use this glossary outside cohort context? +

Mostly yes, with awareness. The glossary is licensed CC-BY-SA-4.0 like the rest of the library; it's intended to be useful broadly.

Adaptation considerations:

  • Cohort-specific terms (cohort default, cohort cell, partner-org, etc.): replace with your own program's equivalents or omit. The structural concepts may not apply outside Lumipad.
  • Cohort-default values (specific KV ranges, capacity values, etc.): adapt to your operational context. The cohort defaults reflect Lumipad's 5"/7"/10" agricultural Mindanao operations; other contexts may have different defaults.
  • Filipino regulatory terms: relevant for Philippine-context operations; replace or supplement with your jurisdiction's equivalents.
  • Universal technical terms (BLDC, NDVI, GSD, PID, etc.): apply broadly across drone operations regardless of program.

If you're building a glossary for a different drone training program: the structure (domains, cross-references, brevity, common-confusions section) transfers; the specific entries need calibration for your context. Cohort engineering is happy to advise on adaptation; graduates Slack #library channel is the contact point.