A topic in the Open Knowledge Graph — a free, open map of 15,290 topics and the order to learn them in.

Remote Sensing of the Atmosphere

Graduate Depth 131 in the knowledge graph I know this Set as goal
849prerequisites beneath it
See this on the map →
Electromagnetic Spectrum for Remote SensingPassive vs Active Remote Sensors
atmospheric-remote-sensing aerosols trace-gases weather-satellites

Core Idea

Atmospheric remote sensing measures the composition, structure, and dynamics of Earth's atmosphere from satellites. While surface remote sensing treats the atmosphere as an obstacle (to be corrected away), atmospheric remote sensing treats it as the target. Key measurements include atmospheric temperature and humidity profiles (from infrared and microwave sounders), cloud properties (from visible, infrared, and radar sensors), aerosol distribution (from multi-angle and polarimetric sensors), trace gas concentrations (from ultraviolet, visible, and infrared spectrometers), and precipitation (from radar and passive microwave). These measurements drive weather forecasting, climate monitoring, and air quality assessment.

Explainer

While most remote sensing courses focus on observing Earth's surface, the atmosphere is itself a complex, dynamic target observed by a dedicated constellation of satellites. Atmospheric remote sensing provides the data that drives weather forecasts, tracks air quality, monitors the ozone layer, and measures greenhouse gas concentrations for climate science.

Temperature and humidity profiling uses infrared and microwave sounders that measure thermal emission from the atmosphere at wavelengths where specific gases (primarily CO2 and H2O) absorb and emit. By selecting channels with different absorption strengths, sounders sample different atmospheric layers -- strong absorption channels see only the upper atmosphere, while weak absorption channels see down to the surface. This vertical sounding technique produces temperature and moisture profiles essential for initializing numerical weather prediction models.

Trace gas remote sensing exploits the spectral fingerprints of molecules. Each atmospheric gas absorbs at characteristic wavelengths: ozone in the ultraviolet, NO2 in the visible, CO and CH4 in the shortwave infrared, CO2 at 4.3 um and 15 um. Spectrometers with sufficient spectral resolution can measure the absorption depth and retrieve the column concentration of each gas. Instruments like TROPOMI, OMI, and OCO-2 have mapped air pollution, methane leaks, and carbon dioxide distribution with increasing spatial detail, informing both science and policy.

Precipitation estimation combines multiple sensor types. Passive microwave radiometers detect the scattering signature of ice particles in clouds. Cloud-profiling radar (on CloudSat and GPM) directly measures precipitation structure. Geostationary infrared imagery provides temporal context -- cold cloud tops indicate deep convection and heavy rain. The Global Precipitation Measurement (GPM) mission merges these observations to produce near-real-time global precipitation maps at 0.1-degree resolution every 30 minutes.

Practice Questions 3 questions

Prerequisite Chain

Understanding ZeroThe Number ZeroCounting to FiveCounting to 10Counting to 20Counting a Set of Objects Up to 20Cardinality: The Last Number CountedMatching Numerals to QuantitiesSubitizing Small QuantitiesAddition Within 10Number Bonds to 10Addition Within 20Doubles and Near DoublesDoubles Facts Within 10Near Doubles Facts Within 20Mental Math Strategies for AdditionMental Math: Adding and Subtracting TensAddition Within 100Repeated Addition as MultiplicationMultiplication as Equal GroupsMultiplication: ArraysBasic Multiplication Facts (0s, 1s, 2s, 5s, 10s)Multiplication Facts Within 100Division as Equal SharingDivision as Grouping (Measurement Division)Division: Grouping (Repeated Subtraction) ModelDivision: Fair Sharing ModelDivision as Equal SharingDivision as GroupingBasic Division FactsDivision Facts Within 100Multiplication and Division Fact FamiliesRelationship Between Multiplication and DivisionDivision Facts as Inverse of MultiplicationRemainders and Quotients in DivisionDivision Word ProblemsMulti-Step Word ProblemsSolving Multi-Step Word ProblemsMultiplication Word ProblemsDivision Word ProblemsIntroduction to Long DivisionFactors and MultiplesPrime and Composite NumbersEquivalent FractionsRelating Fractions and DecimalsDecimal Place ValueIntegers and the Number LineComparing and Ordering IntegersAbsolute ValueAdding IntegersSubtracting IntegersMultiplying IntegersDividing IntegersUnit RatesProportionsPercent ConceptConverting Between Fractions, Decimals, and PercentsOperations with Rational NumbersTwo-Step EquationsSolving Multi-Step EquationsEquations with Variables on Both SidesAngle Pairs: Complementary, Supplementary, and VerticalParallel Lines and TransversalsCorresponding AnglesAlternate Interior AnglesTriangle Angle Sum TheoremExterior Angle TheoremTriangle Inequality TheoremSimilar Triangles: AA SimilaritySimilar Triangles: SSS and SAS SimilarityProportions in Similar TrianglesRight Triangle Trigonometry IntroductionSine, Cosine, and Tangent RatiosTrigonometric Ratios ReviewRadian MeasureConverting Between Degrees and RadiansThe Unit CircleGraphing Sine and CosineGraphing Tangent and Reciprocal Trigonometric FunctionsDerivatives of Trigonometric FunctionsAntiderivativesIndefinite IntegralsBasic Integration RulesRiemann SumsDefinite Integral DefinitionDouble Integrals: Definition and SetupIterated Integrals and Fubini's TheoremDouble Integrals over Rectangular RegionsDouble Integrals over General RegionsApplications of Double Integrals: Area, Mass, and MomentsTriple Integrals in Cartesian CoordinatesTriple Integrals in Cylindrical and Spherical CoordinatesChange of Variables and the Jacobian DeterminantApplications of Triple Integrals: Volume and MassVector Fields and Their RepresentationsLine Integrals of Vector FieldsWork and CirculationLine Integrals of Scalar and Vector FunctionsFundamental Theorem for Line IntegralsConservative Vector FieldsConservative Vector Fields and Potential FunctionsCurl and Divergence of Vector FieldsCurl and DivergenceDivergence TheoremElectric Flux and Divergence TheoremGauss's Law: Integral Form and MeaningSolving Problems with Gauss's LawConductors in Electrostatic EquilibriumCapacitance and CapacitorsDielectricsDielectric Constant and Relative PermittivityElectric Field Inside Dielectric MaterialsDielectric Materials and PolarizationDielectric Susceptibility and PermittivityEnergy Density in Electric FieldsElectric Current and Current DensityElectrical Resistance and ResistivityOhm's Law and Circuit ElementsElectromotive Force (EMF) and BatteriesKirchhoff's Circuit Laws: Voltage and CurrentDC Circuit Network Analysis MethodsTransient Response in RC CircuitsRC CircuitsLC and RLC CircuitsAC Circuits: FundamentalsImpedance and ReactanceAC Power and ResonanceElectromagnetic WavesThe Electromagnetic SpectrumElectromagnetic Spectrum for Remote SensingPassive vs Active Remote SensorsRemote Sensing of the Atmosphere

Longest path: 132 steps · 849 total prerequisite topics

Prerequisites (2)

Leads To (0)

No topics depend on this one yet.